text stringlengths 138 2.38k | labels listlengths 6 6 | Predictions listlengths 1 3 |
|---|---|---|
Title: ServeNet: A Deep Neural Network for Web Service Classification,
Abstract: Automated service classification plays a crucial role in service management
such as service discovery, selection, and composition. In recent years, machine
learning techniques have been used for service classification. However, they
can on... | [
0,
0,
0,
1,
0,
0
] | [
"Computer Science"
] |
Title: Using Synthetic Data to Train Neural Networks is Model-Based Reasoning,
Abstract: We draw a formal connection between using synthetic training data to optimize
neural network parameters and approximate, Bayesian, model-based reasoning. In
particular, training a neural network using synthetic data can be viewed a... | [
1,
0,
0,
1,
0,
0
] | [
"Computer Science",
"Statistics"
] |
Title: Coherent modulation up to 100 GBd 16QAM using silicon-organic hybrid (SOH) devices,
Abstract: We demonstrate the generation of higher-order modulation formats using
silicon-based inphase/quadrature (IQ) modulators at symbol rates of up to 100
GBd. Our devices exploit the advantages of silicon-organic hybrid (SOH... | [
0,
1,
0,
0,
0,
0
] | [
"Physics"
] |
Title: Time-Resolved High Spectral Resolution Observation of 2MASSW J0746425+200032AB,
Abstract: Many brown dwarfs exhibit photometric variability at levels from tenths to
tens of percents. The photometric variability is related to magnetic activity
or patchy cloud coverage, characteristic of brown dwarfs near the L-T
... | [
0,
1,
0,
0,
0,
0
] | [
"Physics"
] |
Title: Macquarie University at BioASQ 5b -- Query-based Summarisation Techniques for Selecting the Ideal Answers,
Abstract: Macquarie University's contribution to the BioASQ challenge (Task 5b Phase B)
focused on the use of query-based extractive summarisation techniques for the
generation of the ideal answers. Four ru... | [
1,
0,
0,
0,
0,
0
] | [
"Computer Science",
"Quantitative Biology"
] |
Title: One can hear the Euler characteristic of a simplicial complex,
Abstract: We prove that that the number p of positive eigenvalues of the connection
Laplacian L of a finite abstract simplicial complex G matches the number b of
even dimensional simplices in G and that the number n of negative eigenvalues
matches th... | [
1,
0,
1,
0,
0,
0
] | [
"Mathematics"
] |
Title: Adaptation and Robust Learning of Probabilistic Movement Primitives,
Abstract: Probabilistic representations of movement primitives open important new
possibilities for machine learning in robotics. These representations are able
to capture the variability of the demonstrations from a teacher as a
probability di... | [
1,
0,
0,
1,
0,
0
] | [
"Computer Science",
"Statistics"
] |
Title: EPIC 220204960: A Quadruple Star System Containing Two Strongly Interacting Eclipsing Binaries,
Abstract: We present a strongly interacting quadruple system associated with the K2
target EPIC 220204960. The K2 target itself is a Kp = 12.7 magnitude star at
Teff ~ 6100 K which we designate as "B-N" (blue northerl... | [
0,
1,
0,
0,
0,
0
] | [
"Physics"
] |
Title: Hall-Littlewood-PushTASEP and its KPZ limit,
Abstract: We study a new model of interactive particle systems which we call the
randomly activated cascading exclusion process (RACEP). Particles wake up
according to exponential clocks and then take a geometric number of steps. If
another particle is encountered dur... | [
0,
0,
1,
1,
0,
0
] | [
"Mathematics",
"Physics"
] |
Title: Learning best K analogies from data distribution for case-based software effort estimation,
Abstract: Case-Based Reasoning (CBR) has been widely used to generate good software
effort estimates. The predictive performance of CBR is a dataset dependent and
subject to extremely large space of configuration possibil... | [
1,
0,
0,
0,
0,
0
] | [
"Computer Science",
"Statistics"
] |
Title: Optimal boundary gradient estimates for Lamé systems with partially infinite coefficients,
Abstract: In this paper, we derive the pointwise upper bounds and lower bounds on the
gradients of solutions to the Lamé systems with partially infinite
coefficients as the surface of discontinuity of the coefficients of t... | [
0,
0,
1,
0,
0,
0
] | [
"Mathematics",
"Physics"
] |
Title: Particle-based and Meshless Methods with Aboria,
Abstract: Aboria is a powerful and flexible C++ library for the implementation of
particle-based numerical methods. The particles in such methods can represent
actual particles (e.g. Molecular Dynamics) or abstract particles used to
discretise a continuous functio... | [
1,
0,
0,
0,
0,
0
] | [
"Computer Science",
"Physics",
"Mathematics"
] |
Title: Stochastic evolution equations for large portfolios of stochastic volatility models,
Abstract: We consider a large market model of defaultable assets in which the asset
price processes are modelled as Heston-type stochastic volatility models with
default upon hitting a lower boundary. We assume that both the ass... | [
0,
0,
1,
0,
0,
0
] | [
"Quantitative Finance",
"Mathematics",
"Statistics"
] |
Title: Randomized Optimal Transport on a Graph: Framework and New Distance Measures,
Abstract: The recently developed bag-of-paths framework consists in setting a
Gibbs-Boltzmann distribution on all feasible paths of a graph. This probability
distribution favors short paths over long ones, with a free parameter (the
te... | [
1,
0,
0,
1,
0,
0
] | [
"Computer Science",
"Mathematics"
] |
Title: A Generative Model for Natural Sounds Based on Latent Force Modelling,
Abstract: Recent advances in analysis of subband amplitude envelopes of natural sounds
have resulted in convincing synthesis, showing subband amplitudes to be a
crucial component of perception. Probabilistic latent variable analysis is
partic... | [
0,
0,
0,
1,
0,
0
] | [
"Computer Science",
"Statistics"
] |
Title: On the relation between representations and computability,
Abstract: One of the fundamental results in computability is the existence of
well-defined functions that cannot be computed. In this paper we study the
effects of data representation on computability; we show that, while for each
possible way of represe... | [
1,
0,
0,
0,
0,
0
] | [
"Computer Science",
"Mathematics"
] |
Title: No minimal tall Borel ideal in the Katětov order,
Abstract: Answering a question of the second listed author we show that there is no
tall Borel ideal minimal among all tall Borel ideals in the Katětov order. | [
0,
0,
1,
0,
0,
0
] | [
"Mathematics"
] |
Title: $ΔN_{\text{eff}}$ and entropy production from early-decaying gravitinos,
Abstract: Gravitinos are a fundamental prediction of supergravity, their mass ($m_{G}$)
is informative of the value of the SUSY breaking scale, and, if produced during
reheating, their number density is a function of the reheating temperatu... | [
0,
1,
0,
0,
0,
0
] | [
"Physics"
] |
Title: MobInsight: A Framework Using Semantic Neighborhood Features for Localized Interpretations of Urban Mobility,
Abstract: Collective urban mobility embodies the residents' local insights on the city.
Mobility practices of the residents are produced from their spatial choices,
which involve various considerations s... | [
1,
0,
0,
0,
0,
0
] | [
"Computer Science",
"Statistics"
] |
Title: Sitatapatra: Blocking the Transfer of Adversarial Samples,
Abstract: Convolutional Neural Networks (CNNs) are widely used to solve classification
tasks in computer vision. However, they can be tricked into misclassifying
specially crafted `adversarial' samples -- and samples built to trick one model
often work a... | [
1,
0,
0,
1,
0,
0
] | [
"Computer Science",
"Statistics"
] |
Title: Weak-strong uniqueness in fluid dynamics,
Abstract: We give a survey of recent results on weak-strong uniqueness for compressible
and incompressible Euler and Navier-Stokes equations, and also make some new
observations. The importance of the weak-strong uniqueness principle stems, on
the one hand, from the inst... | [
0,
1,
1,
0,
0,
0
] | [
"Mathematics",
"Physics"
] |
Title: The first result on 76Ge neutrinoless double beta decay from CDEX-1 experiment,
Abstract: We report the first result on Ge-76 neutrinoless double beta decay from
CDEX-1 experiment at China Jinping Underground Laboratory. A mass of 994 g
p-type point-contact high purity germanium detector has been installed to
se... | [
0,
1,
0,
0,
0,
0
] | [
"Physics"
] |
Title: Fully Optical Spacecraft Communications: Implementing an Omnidirectional PV-Cell Receiver and 8Mb/s LED Visible Light Downlink with Deep Learning Error Correction,
Abstract: Free space optical communication techniques have been the subject of numerous
investigations in recent years, with multiple missions expect... | [
1,
0,
0,
0,
0,
0
] | [
"Physics",
"Computer Science"
] |
Title: Linear compartmental models: input-output equations and operations that preserve identifiability,
Abstract: This work focuses on the question of how identifiability of a mathematical
model, that is, whether parameters can be recovered from data, is related to
identifiability of its submodels. We look specificall... | [
0,
0,
0,
0,
1,
0
] | [
"Mathematics",
"Statistics"
] |
Title: A Novel Approach to Forecasting Financial Volatility with Gaussian Process Envelopes,
Abstract: In this paper we use Gaussian Process (GP) regression to propose a novel
approach for predicting volatility of financial returns by forecasting the
envelopes of the time series. We provide a direct comparison of their... | [
1,
0,
0,
1,
0,
0
] | [
"Quantitative Finance",
"Statistics"
] |
Title: Multipermutation Ulam Sphere Analysis Toward Characterizing Maximal Code Size,
Abstract: Permutation codes, in the form of rank modulation, have shown promise for
applications such as flash memory. One of the metrics recently suggested as
appropriate for rank modulation is the Ulam metric, which measures the min... | [
1,
0,
1,
0,
0,
0
] | [
"Computer Science",
"Mathematics"
] |
Title: CM3: Cooperative Multi-goal Multi-stage Multi-agent Reinforcement Learning,
Abstract: We propose CM3, a new deep reinforcement learning method for cooperative
multi-agent problems where agents must coordinate for joint success in
achieving different individual goals. We restructure multi-agent learning into
a tw... | [
0,
0,
0,
1,
0,
0
] | [
"Computer Science"
] |
Title: Adaptive twisting sliding mode control for quadrotor unmanned aerial vehicles,
Abstract: This work addresses the problem of robust attitude control of quadcopters.
First, the mathematical model of the quadcopter is derived considering factors
such as nonlinearity, external disturbances, uncertain dynamics and st... | [
1,
0,
0,
0,
0,
0
] | [
"Computer Science",
"Mathematics"
] |
Title: Predicting regional and pan-Arctic sea ice anomalies with kernel analog forecasting,
Abstract: Predicting Arctic sea ice extent is a notoriously difficult forecasting
problem, even for lead times as short as one month. Motivated by Arctic
intraannual variability phenomena such as reemergence of sea surface
tempe... | [
0,
1,
0,
0,
0,
0
] | [
"Physics",
"Statistics"
] |
Title: Large-sample approximations for variance-covariance matrices of high-dimensional time series,
Abstract: Distributional approximations of (bi--) linear functions of sample
variance-covariance matrices play a critical role to analyze vector time
series, as they are needed for various purposes, especially to draw i... | [
0,
0,
1,
1,
0,
0
] | [
"Statistics",
"Mathematics",
"Quantitative Finance"
] |
Title: Spatial risk measures and rate of spatial diversification,
Abstract: An accurate assessment of the risk of extreme environmental events is of
great importance for populations, authorities and the banking/insurance
industry. Koch (2017) introduced a notion of spatial risk measure and a
corresponding set of axioms... | [
0,
0,
0,
0,
0,
1
] | [
"Statistics",
"Quantitative Finance"
] |
Title: Concentration of $1$-Lipschitz functions on manifolds with boundary with Dirichlet boundary condition,
Abstract: In this paper, we consider a concentration of measure problem on Riemannian
manifolds with boundary. We study concentration phenomena of non-negative
$1$-Lipschitz functions with Dirichlet boundary co... | [
0,
0,
1,
0,
0,
0
] | [
"Mathematics"
] |
Title: Greedy Strategy Works for Clustering with Outliers and Coresets Construction,
Abstract: We study the problems of clustering with outliers in high dimension. Though a
number of methods have been developed in the past decades, it is still quite
challenging to design quality guaranteed algorithms with low complexit... | [
1,
0,
0,
0,
0,
0
] | [
"Computer Science",
"Mathematics"
] |
Title: On the Heat Kernel and Weyl Anomaly of Schrödinger invariant theory,
Abstract: We propose a method inspired from discrete light cone quantization (DLCQ) to
determine the heat kernel for a Schrödinger field theory (Galilean boost
invariant with $z=2$ anisotropic scaling symmetry) living in $d+1$ dimensions,
coupl... | [
0,
1,
0,
0,
0,
0
] | [
"Physics",
"Mathematics"
] |
Title: A computational method for estimating Burr XII parameters with complete and multiple censored data,
Abstract: Flexibility in shape and scale of Burr XII distribution can make close
approximation of numerous well-known probability density functions. Due to
these capabilities, the usages of Burr XII distribution a... | [
0,
0,
0,
1,
0,
0
] | [
"Statistics",
"Mathematics"
] |
Title: Locally stationary spatio-temporal interpolation of Argo profiling float data,
Abstract: Argo floats measure seawater temperature and salinity in the upper 2,000 m of
the global ocean. Statistical analysis of the resulting spatio-temporal dataset
is challenging due to its nonstationary structure and large size. ... | [
0,
1,
0,
1,
0,
0
] | [
"Statistics",
"Quantitative Biology"
] |
Title: Knowledge Reuse for Customization: Metamodels in an Open Design Community for 3d Printing,
Abstract: Theories of knowledge reuse posit two distinct processes: reuse for
replication and reuse for innovation. We identify another distinct process,
reuse for customization. Reuse for customization is a process in whi... | [
1,
0,
0,
0,
0,
0
] | [
"Computer Science"
] |
Title: Central limit theorem for the variable bandwidth kernel density estimators,
Abstract: In this paper we study the ideal variable bandwidth kernel density estimator
introduced by McKay (1993) and Jones, McKay and Hu (1994) and the plug-in
practical version of the variable bandwidth kernel estimator with two sequen... | [
0,
0,
1,
1,
0,
0
] | [
"Mathematics",
"Statistics"
] |
Title: Submap-based Pose-graph Visual SLAM: A Robust Visual Exploration and Localization System,
Abstract: For VSLAM (Visual Simultaneous Localization and Mapping), localization is a
challenging task, especially for some challenging situations: textureless
frames, motion blur, etc.. To build a robust exploration and lo... | [
1,
0,
0,
0,
0,
0
] | [
"Computer Science",
"Robotics"
] |
Title: SuperSpike: Supervised learning in multi-layer spiking neural networks,
Abstract: A vast majority of computation in the brain is performed by spiking neural
networks. Despite the ubiquity of such spiking, we currently lack an
understanding of how biological spiking neural circuits learn and compute
in-vivo, as w... | [
1,
0,
0,
1,
0,
0
] | [
"Computer Science",
"Quantitative Biology"
] |
Title: Mean Field Residual Networks: On the Edge of Chaos,
Abstract: We study randomly initialized residual networks using mean field theory and
the theory of difference equations. Classical feedforward neural networks, such
as those with tanh activations, exhibit exponential behavior on the average
when propagating in... | [
1,
1,
0,
0,
0,
0
] | [
"Computer Science",
"Mathematics"
] |
Title: Majorana Spin Liquids, Topology and Superconductivity in Ladders,
Abstract: We theoretically address spin chain analogs of the Kitaev quantum spin model
on the honeycomb lattice. The emergent quantum spin liquid phases or Anderson
resonating valence bond (RVB) states can be understood, as an effective model,
in ... | [
0,
1,
0,
0,
0,
0
] | [
"Physics"
] |
Title: Performance Improvement in Noisy Linear Consensus Networks with Time-Delay,
Abstract: We analyze performance of a class of time-delay first-order consensus
networks from a graph topological perspective and present methods to improve
it. The performance is measured by network's square of H-2 norm and it is shown
... | [
1,
0,
0,
0,
0,
0
] | [
"Computer Science",
"Mathematics"
] |
Title: On the Liouville heat kernel for k-coarse MBRW and nonuniversality,
Abstract: We study the Liouville heat kernel (in the $L^2$ phase) associated with a
class of logarithmically correlated Gaussian fields on the two dimensional
torus. We show that for each $\varepsilon>0$ there exists such a field, whose
covarian... | [
0,
0,
1,
0,
0,
0
] | [
"Mathematics",
"Physics"
] |
Title: Proportionally Representative Participatory Budgeting: Axioms and Algorithms,
Abstract: Participatory budgeting is one of the exciting developments in deliberative
grassroots democracy. We concentrate on approval elections and propose
proportional representation axioms in participatory budgeting, by generalizing... | [
1,
0,
0,
0,
0,
0
] | [
"Computer Science",
"Mathematics"
] |
Title: Standard Zero-Free Regions for Rankin--Selberg L-Functions via Sieve Theory,
Abstract: We give a simple proof of a standard zero-free region in the $t$-aspect for
the Rankin--Selberg $L$-function $L(s,\pi \times \widetilde{\pi})$ for any
unitary cuspidal automorphic representation $\pi$ of
$\mathrm{GL}_n(\mathbb... | [
0,
0,
1,
0,
0,
0
] | [
"Mathematics"
] |
Title: Femtosecond X-ray Fourier holography imaging of free-flying nanoparticles,
Abstract: Ultrafast X-ray imaging provides high resolution information on individual
fragile specimens such as aerosols, metastable particles, superfluid quantum
systems and live biospecimen, which is inaccessible with conventional imagin... | [
0,
1,
0,
0,
0,
0
] | [
"Physics",
"Quantitative Biology"
] |
Title: Finding Archetypal Spaces for Data Using Neural Networks,
Abstract: Archetypal analysis is a type of factor analysis where data is fit by a
convex polytope whose corners are "archetypes" of the data, with the data
represented as a convex combination of these archetypal points. While
archetypal analysis has been ... | [
1,
0,
0,
1,
0,
0
] | [
"Computer Science",
"Statistics",
"Quantitative Biology"
] |
Title: DeepArchitect: Automatically Designing and Training Deep Architectures,
Abstract: In deep learning, performance is strongly affected by the choice of
architecture and hyperparameters. While there has been extensive work on
automatic hyperparameter optimization for simple spaces, complex spaces such as
the space ... | [
0,
0,
0,
1,
0,
0
] | [
"Computer Science",
"Statistics"
] |
Title: Cycle packings of the complete multigraph,
Abstract: Bryant, Horsley, Maenhaut and Smith recently gave necessary and sufficient
conditions for when the complete multigraph can be decomposed into cycles of
specified lengths $m_1,m_2,\ldots,m_\tau$. In this paper we characterise
exactly when there exists a packing... | [
0,
0,
1,
0,
0,
0
] | [
"Mathematics"
] |
Title: Integer Factorization with a Neuromorphic Sieve,
Abstract: The bound to factor large integers is dominated by the computational effort
to discover numbers that are smooth, typically performed by sieving a
polynomial sequence. On a von Neumann architecture, sieving has log-log
amortized time complexity to check e... | [
1,
0,
0,
0,
0,
0
] | [
"Computer Science",
"Mathematics"
] |
Title: Wright-Fisher diffusions for evolutionary games with death-birth updating,
Abstract: We investigate spatial evolutionary games with death-birth updating in large
finite populations. Within growing spatial structures subject to appropriate
conditions, the density processes of a fixed type are proven to converge t... | [
0,
0,
1,
0,
0,
0
] | [
"Mathematics",
"Quantitative Biology"
] |
Title: On the sharpness and the injective property of basic justification models,
Abstract: Justification Awareness Models, JAMs, were proposed by S.~Artemov as a tool
for modelling epistemic scenarios like Russel's Prime Minister example. It was
demonstrated that the sharpness and the injective property of a model pla... | [
1,
0,
0,
0,
0,
0
] | [
"Computer Science",
"Mathematics"
] |
Title: Smart TWAP trading in continuous-time equilibria,
Abstract: This paper presents a continuous-time equilibrium model of TWAP trading and
liquidity provision in a market with multiple strategic investors with
heterogeneous intraday trading targets. We solve the model in closed-form and
show there are infinitely ma... | [
0,
0,
0,
0,
0,
1
] | [
"Quantitative Finance",
"Mathematics"
] |
Title: Characterization of Thermal Neutron Beam Monitors,
Abstract: Neutron beam monitors with high efficiency, low gamma sensitivity, high time
and space resolution are required in neutron beam experiments to continuously
diagnose the delivered beam. In this work, commercially available neutron beam
monitors have been... | [
0,
1,
0,
0,
0,
0
] | [
"Physics"
] |
Title: Deep Learning on Attributed Graphs: A Journey from Graphs to Their Embeddings and Back,
Abstract: A graph is a powerful concept for representation of relations between pairs
of entities. Data with underlying graph structure can be found across many
disciplines and there is a natural desire for understanding such... | [
1,
0,
0,
1,
0,
0
] | [
"Computer Science"
] |
Title: Supermodular Optimization for Redundant Robot Assignment under Travel-Time Uncertainty,
Abstract: This paper considers the assignment of multiple mobile robots to goal
locations under uncertain travel time estimates. Our aim is to produce optimal
assignments, such that the average waiting time at destinations is... | [
1,
0,
0,
0,
0,
0
] | [
"Computer Science",
"Mathematics"
] |
Title: $Σ$-pure-injective modules for string algebras and linear relations,
Abstract: We prove that indecomposable $\Sigma$-pure-injective modules for a string
algebra are string or band modules. The key step in our proof is a splitting
result for infinite-dimensional linear relations. | [
0,
0,
1,
0,
0,
0
] | [
"Mathematics"
] |
Title: Risk-sensitive Inverse Reinforcement Learning via Semi- and Non-Parametric Methods,
Abstract: The literature on Inverse Reinforcement Learning (IRL) typically assumes that
humans take actions in order to minimize the expected value of a cost function,
i.e., that humans are risk neutral. Yet, in practice, humans ... | [
1,
0,
0,
0,
0,
0
] | [
"Computer Science",
"Statistics"
] |
Title: TRAGALDABAS. First results on cosmic ray studies and their relation with the solar activity, the Earth magnetic field and the atmospheric properties,
Abstract: Cosmic rays originating from extraterrestrial sources are permanently
arriving at Earth atmosphere, where they produce up to billions of secondary
partic... | [
0,
1,
0,
0,
0,
0
] | [
"Physics"
] |
Title: Smoothed GMM for quantile models,
Abstract: This paper develops theory for feasible estimators of finite-dimensional
parameters identified by general conditional quantile restrictions, under much
weaker assumptions than previously seen in the literature. This includes
instrumental variables nonlinear quantile re... | [
0,
0,
1,
1,
0,
0
] | [
"Statistics",
"Quantitative Finance",
"Mathematics"
] |
Title: Orientability of the moduli space of Spin(7)-instantons,
Abstract: Let $(M,\Omega)$ be a closed $8$-dimensional manifold equipped with a
generically non-integrable $\mathrm{Spin}(7)$-structure $\Omega$. We prove that
if $\mathrm{Hom}(H^{3}(M,\mathbb{Z}), \mathbb{Z}_{2}) = 0$ then the moduli
space of irreducible ... | [
0,
0,
1,
0,
0,
0
] | [
"Mathematics",
"Physics"
] |
Title: Context Prediction for Unsupervised Deep Learning on Point Clouds,
Abstract: Point clouds provide a flexible and natural representation usable in
countless applications such as robotics or self-driving cars. Recently, deep
neural networks operating on raw point cloud data have shown promising results
on supervis... | [
1,
0,
0,
1,
0,
0
] | [
"Computer Science"
] |
Title: A core-set approach for distributed quadratic programming in big-data classification,
Abstract: A new challenge for learning algorithms in cyber-physical network systems is
the distributed solution of big-data classification problems, i.e., problems in
which both the number of training samples and their dimensio... | [
1,
0,
1,
0,
0,
0
] | [
"Computer Science",
"Mathematics"
] |
Title: The Weighted Kendall and High-order Kernels for Permutations,
Abstract: We propose new positive definite kernels for permutations. First we introduce
a weighted version of the Kendall kernel, which allows to weight unequally the
contributions of different item pairs in the permutations depending on their
ranks. ... | [
0,
0,
0,
1,
0,
0
] | [
"Computer Science",
"Statistics",
"Mathematics"
] |
Title: Fair k-Center Clustering for Data Summarization,
Abstract: In data summarization we want to choose k prototypes in order to summarize a
data set. We study a setting where the data set comprises several demographic
groups and we are restricted to choose k_i prototypes belonging to group i. A
common approach to th... | [
1,
0,
0,
1,
0,
0
] | [
"Computer Science",
"Statistics"
] |
Title: Extended Trust-Region Problems with One or Two Balls: Exact Copositive and Lagrangian Relaxations,
Abstract: We establish a geometric condition guaranteeing exact copositive relaxation
for the nonconvex quadratic optimization problem under two quadratic and
several linear constraints, and present sufficient cond... | [
0,
0,
1,
0,
0,
0
] | [
"Mathematics",
"Computer Science"
] |
Title: Backpropagation through the Void: Optimizing control variates for black-box gradient estimation,
Abstract: Gradient-based optimization is the foundation of deep learning and
reinforcement learning. Even when the mechanism being optimized is unknown or
not differentiable, optimization using high-variance or biase... | [
1,
0,
0,
0,
0,
0
] | [
"Computer Science",
"Statistics"
] |
Title: A Probabilistic Disease Progression Model for Predicting Future Clinical Outcome,
Abstract: In this work, we consider the problem of predicting the course of a
progressive disease, such as cancer or Alzheimer's. Progressive diseases often
start with mild symptoms that might precede a diagnosis, and each patient
... | [
0,
0,
0,
1,
0,
0
] | [
"Computer Science",
"Statistics",
"Quantitative Biology"
] |
Title: Satellite altimetry reveals spatial patterns of variations in the Baltic Sea wave climate,
Abstract: The main properties of the climate of waves in the seasonally ice-covered
Baltic Sea and its decadal changes since 1990 are estimated from satellite
altimetry data. The data set of significant wave heights (SWH) ... | [
0,
1,
0,
0,
0,
0
] | [
"Physics"
] |
Title: Measuring the Declared SDK Versions and Their Consistency with API Calls in Android Apps,
Abstract: Android has been the most popular smartphone system, with multiple platform
versions (e.g., KITKAT and Lollipop) active in the market. To manage the
application's compatibility with one or more platform versions, ... | [
1,
0,
0,
0,
0,
0
] | [
"Computer Science"
] |
Title: NullHop: A Flexible Convolutional Neural Network Accelerator Based on Sparse Representations of Feature Maps,
Abstract: Convolutional neural networks (CNNs) have become the dominant neural network
architecture for solving many state-of-the-art (SOA) visual processing tasks.
Even though Graphical Processing Units... | [
1,
0,
0,
0,
0,
0
] | [
"Computer Science"
] |
Title: A Decentralized Optimization Framework for Energy Harvesting Devices,
Abstract: Designing decentralized policies for wireless communication networks is a
crucial problem, which has only been partially solved in the literature so far.
In this paper, we propose the Decentralized Markov Decision Process (Dec-MDP)
f... | [
1,
0,
1,
0,
0,
0
] | [
"Computer Science",
"Mathematics"
] |
Title: Inf-sup stable finite-element methods for the Landau--Lifshitz--Gilbert and harmonic map heat flow equation,
Abstract: In this paper we propose and analyze a finite element method for both the
harmonic map heat and Landau--Lifshitz--Gilbert equation, the time variable
remaining continuous. Our starting point is ... | [
0,
0,
1,
0,
0,
0
] | [
"Mathematics",
"Physics",
"Computer Science"
] |
Title: Deformations of infinite-dimensional Lie algebras, exotic cohomology, and integrable nonlinear partial differential equations,
Abstract: The important unsolved problem in theory of integrable systems is to find
conditions guaranteeing existence of a Lax representation for a given PDE. The
use of the exotic cohom... | [
0,
1,
0,
0,
0,
0
] | [
"Mathematics",
"Physics"
] |
Title: Investigation of Language Understanding Impact for Reinforcement Learning Based Dialogue Systems,
Abstract: Language understanding is a key component in a spoken dialogue system. In
this paper, we investigate how the language understanding module influences the
dialogue system performance by conducting a series ... | [
1,
0,
0,
0,
0,
0
] | [
"Computer Science"
] |
Title: Reidemeister spectra for solvmanifolds in low dimensions,
Abstract: The Reidemeister number of an endomorphism of a group is the number of
twisted conjugacy classes determined by that endomorphism. The collection of
all Reidemeister numbers of all automorphisms of a group $G$ is called the
Reidemeister spectrum ... | [
0,
0,
1,
0,
0,
0
] | [
"Mathematics"
] |
Title: Behavioral-clinical phenotyping with type 2 diabetes self-monitoring data,
Abstract: Objective: To evaluate unsupervised clustering methods for identifying
individual-level behavioral-clinical phenotypes that relate personal biomarkers
and behavioral traits in type 2 diabetes (T2DM) self-monitoring data. Materia... | [
0,
0,
0,
1,
0,
0
] | [
"Computer Science",
"Statistics",
"Quantitative Biology"
] |
Title: Feature Learning for Meta-Paths in Knowledge Graphs,
Abstract: In this thesis, we study the problem of feature learning on heterogeneous
knowledge graphs. These features can be used to perform tasks such as link
prediction, classification and clustering on graphs. Knowledge graphs provide
rich semantics encoded ... | [
1,
0,
0,
1,
0,
0
] | [
"Computer Science",
"Statistics"
] |
Title: Closed-Form Exact Inverses of the Weakly Singular and Hypersingular Operators On Disks,
Abstract: We introduce new boundary integral operators which are the exact inverses of
the weakly singular and hypersingular operators for the Laplacian on flat
disks. Moreover, we provide explicit closed forms for them and p... | [
0,
0,
1,
0,
0,
0
] | [
"Mathematics",
"Physics"
] |
Title: Focus on Imaging Methods in Granular Physics,
Abstract: Granular materials are complex multi-particle ensembles in which macroscopic
properties are largely determined by inter-particle interactions between their
numerous constituents. In order to understand and to predict their macroscopic
physical behavior, it ... | [
0,
1,
0,
0,
0,
0
] | [
"Physics"
] |
Title: The Stochastic Matching Problem: Beating Half with a Non-Adaptive Algorithm,
Abstract: In the stochastic matching problem, we are given a general (not necessarily
bipartite) graph $G(V,E)$, where each edge in $E$ is realized with some
constant probability $p > 0$ and the goal is to compute a bounded-degree
(boun... | [
1,
0,
0,
0,
0,
0
] | [
"Computer Science",
"Mathematics"
] |
Title: A computer simulation of the Volga River hydrological regime: a problem of water-retaining dam optimal location,
Abstract: We investigate of a special dam optimal location at the Volga river in area
of the Akhtuba left sleeve beginning (7 \, km to the south of the Volga
Hydroelectric Power Station dam). We claim... | [
1,
0,
0,
0,
0,
0
] | [
"Physics",
"Mathematics"
] |
Title: Structure of a Parabolic Partial Differential Equation on Graphs and Digital spaces. Solution of PDE on Digital Spaces: a Klein Bottle, a Projective Plane, a 4D Sphere and a Moebius Band,
Abstract: This paper studies the structure of a parabolic partial differential equation
on graphs and digital n-dimensional m... | [
1,
0,
1,
0,
0,
0
] | [
"Mathematics",
"Computer Science"
] |
Title: Recognizing Union-Find trees built up using union-by-rank strategy is NP-complete,
Abstract: Disjoint-Set forests, consisting of Union-Find trees, are data structures
having a widespread practical application due to their efficiency. Despite them
being well-known, no exact structural characterization of these tr... | [
1,
0,
0,
0,
0,
0
] | [
"Computer Science",
"Mathematics"
] |
Title: Admissibility of solution estimators for stochastic optimization,
Abstract: We look at stochastic optimization problems through the lens of statistical
decision theory. In particular, we address admissibility, in the statistical
decision theory sense, of the natural sample average estimator for a stochastic
opti... | [
0,
0,
1,
1,
0,
0
] | [
"Statistics",
"Mathematics"
] |
Title: Numerical methods to prevent pressure oscillations in transcritical flows,
Abstract: The accurate and robust simulation of transcritical real-fluid effects is
crucial for many engineering applications, such as fuel injection in internal
combustion engines, rocket engines and gas turbines. For example, in diesel
... | [
0,
1,
0,
0,
0,
0
] | [
"Physics",
"Mathematics",
"Computer Science"
] |
Title: Fractal curves from prime trigonometric series,
Abstract: We study the convergence of the parameter family of series
$$V_{\alpha,\beta}(t)=\sum_{p}p^{-\alpha}\exp(2\pi i p^{\beta}t),\quad
\alpha,\beta \in \mathbb{R}_{>0},\; t \in [0,1)$$ defined over prime numbers
$p$, and subsequently, their differentiability p... | [
0,
0,
1,
0,
0,
0
] | [
"Mathematics"
] |
Title: Facets on the convex hull of $d$-dimensional Brownian and Lévy motion,
Abstract: For stationary, homogeneous Markov processes (viz., Lévy processes,
including Brownian motion) in dimension $d\geq 3$, we establish an exact
formula for the average number of $(d-1)$-dimensional facets that can be
defined by $d$ poi... | [
0,
1,
1,
0,
0,
0
] | [
"Mathematics",
"Physics"
] |
Title: Output-only parameter identification of a colored-noise-driven Van der Pol oscillator -- Thermoacoustic instabilities as an example,
Abstract: The problem of output-only parameter identification for nonlinear oscillators
forced by colored noise is considered. In this context, it is often assumed
that the forcing... | [
0,
1,
0,
0,
0,
0
] | [
"Physics",
"Mathematics"
] |
Title: Anomaly Detection in Hierarchical Data Streams under Unknown Models,
Abstract: We consider the problem of detecting a few targets among a large number of
hierarchical data streams. The data streams are modeled as random processes
with unknown and potentially heavy-tailed distributions. The objective is an
active... | [
1,
0,
0,
0,
0,
0
] | [
"Computer Science",
"Statistics"
] |
Title: GelSlim: A High-Resolution, Compact, Robust, and Calibrated Tactile-sensing Finger,
Abstract: This work describes the development of a high-resolution tactile-sensing
finger for robot grasping. This finger, inspired by previous GelSight sensing
techniques, features an integration that is slimmer, more robust, an... | [
1,
0,
0,
0,
0,
0
] | [
"Computer Science",
"Quantitative Biology"
] |
Title: Ringel duality as an instance of Koszul duality,
Abstract: In their previous work, S. Koenig, S. Ovsienko and the second author showed
that every quasi-hereditary algebra is Morita equivalent to the right algebra,
i.e. the opposite algebra of the left dual, of a coring. Let $A$ be an
associative algebra and $V$ ... | [
0,
0,
1,
0,
0,
0
] | [
"Mathematics"
] |
Title: Absence of cyclotron resonance in the anomalous metallic phase in InO$_x$,
Abstract: It is observed that many thin superconducting films with not too high
disorder level (generally R$_N/\Box \leq 2000 \Omega$) placed in magnetic field
show an anomalous metallic phase where the resistance is low but still finite
... | [
0,
1,
0,
0,
0,
0
] | [
"Physics"
] |
Title: The Informativeness of $k$-Means and Dimensionality Reduction for Learning Mixture Models,
Abstract: The learning of mixture models can be viewed as a clustering problem. Indeed,
given data samples independently generated from a mixture of distributions, we
often would like to find the correct target clustering ... | [
1,
0,
0,
1,
0,
0
] | [
"Computer Science",
"Statistics",
"Mathematics"
] |
Title: The Complexity of Counting Surjective Homomorphisms and Compactions,
Abstract: A homomorphism from a graph G to a graph H is a function from the vertices of
G to the vertices of H that preserves edges. A homomorphism is surjective if it
uses all of the vertices of H and it is a compaction if it uses all of the
v... | [
1,
0,
0,
0,
0,
0
] | [
"Computer Science",
"Mathematics"
] |
Title: Global stability of a network-based SIRS epidemic model with nonmonotone incidence rate,
Abstract: This paper studies the dynamics of a network-based SIRS epidemic model with
vaccination and a nonmonotone incidence rate. This type of nonlinear incidence
can be used to describe the psychological or inhibitory eff... | [
0,
0,
0,
0,
1,
0
] | [
"Mathematics",
"Quantitative Biology"
] |
Title: Composite Adaptive Control for Bilateral Teleoperation Systems without Persistency of Excitation,
Abstract: Composite adaptive control schemes, which use both the system tracking errors
and the prediction error to drive the update laws, have become widespread in
achieving an improvement of system performance. Ho... | [
1,
0,
0,
0,
0,
0
] | [
"Computer Science",
"Mathematics"
] |
Title: The Fan Region at 1.5 GHz. I: Polarized synchrotron emission extending beyond the Perseus Arm,
Abstract: The Fan Region is one of the dominant features in the polarized radio sky,
long thought to be a local (distance < 500 pc) synchrotron feature. We present
1.3-1.8 GHz polarized radio continuum observations of ... | [
0,
1,
0,
0,
0,
0
] | [
"Physics"
] |
Title: DeepCodec: Adaptive Sensing and Recovery via Deep Convolutional Neural Networks,
Abstract: In this paper we develop a novel computational sensing framework for sensing
and recovering structured signals. When trained on a set of representative
signals, our framework learns to take undersampled measurements and re... | [
1,
0,
0,
1,
0,
0
] | [
"Computer Science",
"Statistics"
] |
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