text stringlengths 57 2.88k | labels listlengths 6 6 |
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Title: Looping and Clustering model for the organization of protein-DNA complexes on the bacterial genome,
Abstract: The bacterial genome is organized in a structure called the nucleoid by a
variety of associated proteins. These proteins can form complexes on DNA that
play a central role in various biological processes... | [
0,
1,
0,
0,
0,
0
] |
Title: Mean field limits for nonlinear spatially extended hawkes processes with exponential memory kernels,
Abstract: We consider spatially extended systems of interacting nonlinear Hawkes
processes modeling large systems of neurons placed in Rd and study the
associated mean field limits. As the total number of neurons... | [
0,
0,
1,
0,
0,
0
] |
Title: Bias correction in daily maximum and minimum temperature measurements through Gaussian process modeling,
Abstract: The Global Historical Climatology Network-Daily database contains, among
other variables, daily maximum and minimum temperatures from weather stations
around the globe. It is long known that climato... | [
0,
0,
0,
1,
0,
0
] |
Title: Wave-induced vortex recoil and nonlinear refraction,
Abstract: When a vortex refracts surface waves, the momentum flux carried by the waves
changes direction and the waves induce a reaction force on the vortex. We study
experimentally the resulting vortex distortion. Incoming surface gravity waves
impinge on a s... | [
0,
1,
0,
0,
0,
0
] |
Title: First-principles prediction of the stacking fault energy of gold at finite temperature,
Abstract: The intrinsic stacking fault energy (ISFE) $\gamma$ is a material parameter
fundamental to the discussion of plastic deformation mechanisms in metals.
Here, we scrutinize the temperature dependence of the ISFE of Au... | [
0,
1,
0,
0,
0,
0
] |
Title: Throughput-Optimal Broadcast in Wireless Networks with Point-to-Multipoint Transmissions,
Abstract: We consider the problem of efficient packet dissemination in wireless
networks with point-to-multi-point wireless broadcast channels. We propose a
dynamic policy, which achieves the broadcast capacity of the netwo... | [
1,
0,
1,
0,
0,
0
] |
Title: Explaining Aviation Safety Incidents Using Deep Temporal Multiple Instance Learning,
Abstract: Although aviation accidents are rare, safety incidents occur more frequently
and require a careful analysis to detect and mitigate risks in a timely manner.
Analyzing safety incidents using operational data and produci... | [
1,
0,
0,
1,
0,
0
] |
Title: The Challenge of Spin-Orbit-Tuned Ground States in Iridates,
Abstract: Effects of spin-orbit interactions in condensed matter are an important and
rapidly evolving topic. Strong competition between spin-orbit, on-site Coulomb
and crystalline electric field interactions in iridates drives exotic quantum
states th... | [
0,
1,
0,
0,
0,
0
] |
Title: Derived Picard groups of preprojective algebras of Dynkin type,
Abstract: In this paper, we study two-sided tilting complexes of preprojective algebras
of Dynkin type. We construct the most fundamental class of two-sided tilting
complexes, which has a group structure by derived tensor products and induces a
grou... | [
0,
0,
1,
0,
0,
0
] |
Title: Semi-supervised Learning in Network-Structured Data via Total Variation Minimization,
Abstract: We propose and analyze a method for semi-supervised learning from
partially-labeled network-structured data. Our approach is based on a graph
signal recovery interpretation under a clustering hypothesis that labels of... | [
1,
0,
0,
1,
0,
0
] |
Title: Susceptibility of Methicillin Resistant Staphylococcus aureus to Vancomycin using Liposomal Drug Delivery System,
Abstract: Staphylococcus aureus responsible for nosocomial infections is a significant
threat to the public health. The increasing resistance of S.aureus to various
antibiotics has drawn it to a prim... | [
0,
0,
0,
0,
1,
0
] |
Title: Pseudospectral Model Predictive Control under Partially Learned Dynamics,
Abstract: Trajectory optimization of a controlled dynamical system is an essential part
of autonomy, however many trajectory optimization techniques are limited by the
fidelity of the underlying parametric model. In the field of robotics, ... | [
1,
0,
0,
0,
0,
0
] |
Title: Manifold Regularization for Kernelized LSTD,
Abstract: Policy evaluation or value function or Q-function approximation is a key
procedure in reinforcement learning (RL). It is a necessary component of policy
iteration and can be used for variance reduction in policy gradient methods.
Therefore its quality has a ... | [
1,
0,
0,
1,
0,
0
] |
Title: Radio Weak Lensing Shear Measurement in the Visibility Domain - II. Source Extraction,
Abstract: This paper extends the method introduced in Rivi et al. (2016b) to measure
galaxy ellipticities in the visibility domain for radio weak lensing surveys.
In that paper we focused on the development and testing of the ... | [
0,
1,
0,
0,
0,
0
] |
Title: MOA Data Reveal a New Mass, Distance, and Relative Proper Motion for Planetary System OGLE-2015-BLG-0954L,
Abstract: We present the MOA Collaboration light curve data for planetary microlensing
event OGLE-2015-BLG-0954, which was previously announced in a paper by the
KMTNet and OGLE Collaborations. The MOA data... | [
0,
1,
0,
0,
0,
0
] |
Title: Single crystal polarized neutron diffraction study of the magnetic structure of HoFeO$_3$,
Abstract: Polarised neutron diffraction measurements have been made on HoFeO$_3$ single
crystals magnetised in both the [001] and [100] directions ($Pbnm$ setting).
The polarisation dependencies of Bragg reflection intensi... | [
0,
1,
0,
0,
0,
0
] |
Title: Rigidity of volume-minimizing hypersurfaces in Riemannian 5-manifolds,
Abstract: In this paper we generalize the main result of [4] for manifolds that are not
necessarily Einstein. In fact, we obtain an upper bound for the volume of a
locally volume-minimizing closed hypersurface $\Sigma$ of a Riemannian
5-manif... | [
0,
0,
1,
0,
0,
0
] |
Title: Dolha - an Efficient and Exact Data Structure for Streaming Graphs,
Abstract: A streaming graph is a graph formed by a sequence of incoming edges with time
stamps. Unlike static graphs, the streaming graph is highly dynamic and time
related. In the real world, the high volume and velocity streaming graphs such
a... | [
1,
0,
0,
0,
0,
0
] |
Title: Minimal Representations of Lie Algebras With Non-Trivial Levi Decomposition,
Abstract: We obtain minimal dimension matrix representations for each of the Lie
algebras of dimension five, six, seven, and eight obtained by Turkowski that
have a non-trivial Levi decomposition. The Key technique involves using
subspa... | [
0,
0,
1,
0,
0,
0
] |
Title: A Longitudinal Higher-Order Diagnostic Classification Model,
Abstract: Providing diagnostic feedback about growth is crucial to formative decisions
such as targeted remedial instructions or interventions. This paper proposed a
longitudinal higher-order diagnostic classification modeling approach for
measuring gr... | [
0,
0,
0,
1,
0,
0
] |
Title: On Fairness and Calibration,
Abstract: The machine learning community has become increasingly concerned with the
potential for bias and discrimination in predictive models. This has motivated
a growing line of work on what it means for a classification procedure to be
"fair." In this paper, we investigate the te... | [
1,
0,
0,
1,
0,
0
] |
Title: Role of 1-D finite size Heisenberg chain in increasing metal to insulator transition temperature in hole rich VO2,
Abstract: VO2 samples are grown with different oxygen concentrations leading to
different monoclinic, M1 and triclinic, T insulating phases which undergo a
first order metal to insulator transition ... | [
0,
1,
0,
0,
0,
0
] |
Title: A multilayer multiconfiguration time-dependent Hartree study of the nonequilibrium Anderson impurity model at zero temperature,
Abstract: Quantum transport is studied for the nonequilibrium Anderson impurity model
at zero temperature employing the multilayer multiconfiguration time-dependent
Hartree theory withi... | [
0,
1,
0,
0,
0,
0
] |
Title: Semi-Lagrangian one-step methods for two classes of time-dependent partial differential systems,
Abstract: Semi-Lagrangian methods are numerical methods designed to find approximate
solutions to particular time-dependent partial differential equations (PDEs)
that describe the advection process. We propose semi-L... | [
0,
0,
1,
0,
0,
0
] |
Title: Efficient Nearest-Neighbor Search for Dynamical Systems with Nonholonomic Constraints,
Abstract: Nearest-neighbor search dominates the asymptotic complexity of sampling-based
motion planning algorithms and is often addressed with k-d tree data
structures. While it is generally believed that the expected complexi... | [
1,
0,
0,
0,
0,
0
] |
Title: Primitivity, Uniform Minimality and State Complexity of Boolean Operations,
Abstract: A minimal deterministic finite automaton (DFA) is uniformly minimal if it
always remains minimal when the final state set is replaced by a non-empty
proper subset of the state set. We prove that a permutation DFA is uniformly
m... | [
1,
0,
1,
0,
0,
0
] |
Title: Summary of Topological Study of Chaotic CBC Mode of Operation,
Abstract: In cryptography, block ciphers are the most fundamental elements in many
symmetric-key encryption systems. The Cipher Block Chaining, denoted CBC,
presents one of the most famous mode of operation that uses a block cipher to
provide confide... | [
1,
1,
0,
0,
0,
0
] |
Title: MSO+nabla is undecidable,
Abstract: This paper is about an extension of monadic second-order logic over infinite
trees, which adds a quantifier that says "the set of branches \pi which satisfy
a formula \phi(\pi) has probability one". This logic was introduced by
Michalewski and Mio; we call it MSO+nabla followi... | [
1,
0,
0,
0,
0,
0
] |
Title: Computer-aided implant design for the restoration of cranial defects,
Abstract: Patient-specific cranial implants are important and necessary in the surgery
of cranial defect restoration. However, traditional methods of manual design of
cranial implants are complicated and time-consuming. Our purpose is to devel... | [
1,
0,
0,
0,
0,
0
] |
Title: Dimension-free Information Concentration via Exp-Concavity,
Abstract: Information concentration of probability measures have important implications
in learning theory. Recently, it is discovered that the information content of
a log-concave distribution concentrates around their differential entropy,
albeit with... | [
0,
0,
0,
1,
0,
0
] |
Title: Transfer results for Frobenius extensions,
Abstract: We study Frobenius extensions which are free-filtered by a totally ordered,
finitely generated abelian group, and their free-graded counterparts. First we
show that the Frobenius property passes up from a free-graded extension to a
free-filtered extension, the... | [
0,
0,
1,
0,
0,
0
] |
Title: Recency-weighted Markovian inference,
Abstract: We describe a Markov latent state space (MLSS) model, where the latent state
distribution is a decaying mixture over multiple past states. We present a
simple sampling algorithm that allows to approximate such high-order MLSS with
fixed time and memory costs. | [
1,
0,
0,
1,
0,
0
] |
Title: A revisit on the compactness of commutators,
Abstract: A new characterization of CMO(R^n) is established by the local mean
oscillation. Some characterizations of iterated compact commutators on weighted
Lebesgue spaces are given, which are new even in the unweighted setting for the
first order commutators. | [
0,
0,
1,
0,
0,
0
] |
Title: Question Answering through Transfer Learning from Large Fine-grained Supervision Data,
Abstract: We show that the task of question answering (QA) can significantly benefit
from the transfer learning of models trained on a different large, fine-grained
QA dataset. We achieve the state of the art in two well-studi... | [
1,
0,
0,
0,
0,
0
] |
Title: On mesoprimary decomposition of monoid congruences,
Abstract: We prove two main results concerning mesoprimary decomposition of monoid
congruences, as introduced by Kahle and Miller. First, we identify which
associated prime congruences appear in every mesoprimary decomposition, thereby
completing the theory of ... | [
0,
0,
1,
0,
0,
0
] |
Title: Assessing the state of e-Readiness for Small and Medium Companies in Mexico: a Proposed Taxonomy and Adoption Model,
Abstract: Emerging economies frequently show a large component of their Gross Domestic
Product to be dependant on the economic activity of small and medium
enterprises. Nevertheless, e-business so... | [
0,
0,
0,
0,
0,
1
] |
Title: Data Augmentation for Robust Keyword Spotting under Playback Interference,
Abstract: Accurate on-device keyword spotting (KWS) with low false accept and false
reject rate is crucial to customer experience for far-field voice control of
conversational agents. It is particularly challenging to maintain low false
r... | [
0,
0,
0,
1,
0,
0
] |
Title: A Canonical-based NPN Boolean Matching Algorithm Utilizing Boolean Difference and Cofactor Signature,
Abstract: This paper presents a new compact canonical-based algorithm to solve the
problem of single-output completely specified NPN Boolean matching. We propose
a new signature vector Boolean difference and cof... | [
1,
0,
0,
0,
0,
0
] |
Title: Cross ratios on boundaries of symmetric spaces and Euclidean buildings,
Abstract: We generalize the natural cross ratio on the ideal boundary of a rank one
symmetric spaces, or even $\mathrm{CAT}(-1)$ space, to higher rank symmetric
spaces and (non-locally compact) Euclidean buildings - we obtain vector valued
c... | [
0,
0,
1,
0,
0,
0
] |
Title: Heterogeneous inputs to central pattern generators can shape insect gaits,
Abstract: In our previous work, we studied an interconnected bursting neuron model for
insect locomotion, and its corresponding phase oscillator model, which at high
speed can generate stable tripod gaits with three legs off the ground
si... | [
0,
0,
0,
0,
1,
0
] |
Title: Pinning down the mass of Kepler-10c: the importance of sampling and model comparison,
Abstract: Initial RV characterisation of the enigmatic planet Kepler-10c suggested a
mass of $\sim17$ M$_\oplus$, which was remarkably high for a planet with radius
$2.32$ R$_\oplus$; further observations and subsequent analysi... | [
0,
1,
0,
0,
0,
0
] |
Title: Human-Centered Autonomous Vehicle Systems: Principles of Effective Shared Autonomy,
Abstract: Building effective, enjoyable, and safe autonomous vehicles is a lot harder
than has historically been considered. The reason is that, simply put, an
autonomous vehicle must interact with human beings. This interaction ... | [
1,
0,
0,
0,
0,
0
] |
Title: A Relaxation-based Network Decomposition Algorithm for Parallel Transient Stability Simulation with Improved Convergence,
Abstract: Transient stability simulation of a large-scale and interconnected electric
power system involves solving a large set of differential algebraic equations
(DAEs) at every simulation ... | [
1,
0,
0,
0,
0,
0
] |
Title: Random group cobordisms of rank 7/4,
Abstract: We construct a model of random groups of rank 7/4, and show that in this
model the random group has the exponential mesoscopic rank property. | [
0,
0,
1,
0,
0,
0
] |
Title: Transport properties across the many-body localization transition in quasiperiodic and random systems,
Abstract: We theoretically study transport properties in one-dimensional interacting
quasiperiodic systems at infinite temperature. We compare and contrast the
dynamical transport properties across the many-bod... | [
0,
1,
0,
0,
0,
0
] |
Title: Analytic solution and stationary phase approximation for the Bayesian lasso and elastic net,
Abstract: The lasso and elastic net linear regression models impose a
double-exponential prior distribution on the model parameters to achieve
regression shrinkage and variable selection, allowing the inference of robust... | [
0,
0,
1,
1,
0,
0
] |
Title: Deep Learning Assisted Heuristic Tree Search for the Container Pre-marshalling Problem,
Abstract: One of the key challenges for operations researchers solving real-world
problems is designing and implementing high-quality heuristics to guide their
search procedures. In the past, machine learning techniques have ... | [
1,
0,
0,
0,
0,
0
] |
Title: Efficient Benchmarking of Algorithm Configuration Procedures via Model-Based Surrogates,
Abstract: The optimization of algorithm (hyper-)parameters is crucial for achieving
peak performance across a wide range of domains, ranging from deep neural
networks to solvers for hard combinatorial problems. The resulting... | [
1,
0,
0,
1,
0,
0
] |
Title: An open-source platform to study uniaxial stress effects on nanoscale devices,
Abstract: We present an automatic measurement platform that enables the
characterization of nanodevices by electrical transport and optical
spectroscopy as a function of uniaxial stress. We provide insights into and
detailed descripti... | [
0,
1,
0,
0,
0,
0
] |
Title: Parametrised second-order complexity theory with applications to the study of interval computation,
Abstract: We extend the framework for complexity of operators in analysis devised by
Kawamura and Cook (2012) to allow for the treatment of a wider class of
representations. The main novelty is to endow represente... | [
1,
0,
0,
0,
0,
0
] |
Title: VEEGAN: Reducing Mode Collapse in GANs using Implicit Variational Learning,
Abstract: Deep generative models provide powerful tools for distributions over
complicated manifolds, such as those of natural images. But many of these
methods, including generative adversarial networks (GANs), can be difficult to
train... | [
0,
0,
0,
1,
0,
0
] |
Title: Adaptive posterior contraction rates for the horseshoe,
Abstract: We investigate the frequentist properties of Bayesian procedures for
estimation based on the horseshoe prior in the sparse multivariate normal means
model. Previous theoretical results assumed that the sparsity level, that is,
the number of signal... | [
0,
0,
1,
1,
0,
0
] |
Title: Investigating Enactive Learning for Autonomous Intelligent Agents,
Abstract: The enactive approach to cognition is typically proposed as a viable
alternative to traditional cognitive science. Enactive cognition displaces the
explanatory focus from the internal representations of the agent to the direct
sensorimo... | [
1,
0,
0,
0,
0,
0
] |
Title: Predicting Pulsar Scintillation from Refractive Plasma Sheets,
Abstract: The dynamic and secondary spectra of many pulsars show evidence for
long-lived, aligned images of the pulsar that are stationary on a thin
scattering sheet. One explanation for this phenomenon considers the effects of
wave crests along shee... | [
0,
1,
0,
0,
0,
0
] |
Title: Quantum Monte Carlo with variable spins: fixed-phase and fixed-node approximations,
Abstract: We study several aspects of the recently introduced fixed-phase spin-orbit
diffusion Monte Carlo (FPSODMC) method, in particular, its relation to the
fixed-node method and its potential use as a general approach for ele... | [
0,
1,
0,
0,
0,
0
] |
Title: A Tutorial on Canonical Correlation Methods,
Abstract: Canonical correlation analysis is a family of multivariate statistical
methods for the analysis of paired sets of variables. Since its proposition,
canonical correlation analysis has for instance been extended to extract
relations between two sets of variabl... | [
1,
0,
0,
1,
0,
0
] |
Title: A note on $p^λ$-convex set in a complete Riemannian manifold,
Abstract: In this paper we have generalized the notion of $\lambda$-radial contraction
in complete Riemannian manifold and developed the concept of $p^\lambda$-convex
function. We have also given a counter example proving the fact that in general
$\la... | [
0,
0,
1,
0,
0,
0
] |
Title: Transpiling Programmable Computable Functions to Answer Set Programs,
Abstract: Programming Computable Functions (PCF) is a simplified programming language
which provides the theoretical basis of modern functional programming
languages. Answer set programming (ASP) is a programming paradigm focused on
solving se... | [
1,
0,
0,
0,
0,
0
] |
Title: Scattering polarization of the $d$-states of ions and solar magnetic field: Effects of isotropic collisions,
Abstract: Analysis of solar magnetic fields using observations as well as theoretical
interpretations of the scattering polarization is commonly designated as a high
priority area of the solar research. T... | [
0,
1,
0,
0,
0,
0
] |
Title: Persistence Codebooks for Topological Data Analysis,
Abstract: Topological data analysis, such as persistent homology has shown beneficial
properties for machine learning in many tasks. Topological representations,
such as the persistence diagram (PD), however, have a complex structure
(multiset of intervals) wh... | [
0,
0,
0,
1,
0,
0
] |
Title: Tonic activation of extrasynaptic NMDA receptors decreases intrinsic excitability and promotes bistability in a model of neuronal activity,
Abstract: NMDA receptors (NMDA-R) typically contribute to excitatory synaptic
transmission in the central nervous system. While calcium influx through NMDA-R
plays a critica... | [
0,
0,
0,
0,
1,
0
] |
Title: Using Minimum Path Cover to Boost Dynamic Programming on DAGs: Co-Linear Chaining Extended,
Abstract: Aligning sequencing reads on graph representations of genomes is an important
ingredient of pan-genomics. Such approaches typically find a set of local
anchors that indicate plausible matches between substrings ... | [
1,
0,
0,
0,
0,
0
] |
Title: Steady States of Rotating Stars and Galaxies,
Abstract: A rotating continuum of particles attracted to each other by gravity may be
modeled by the Euler-Poisson system. The existence of solutions is a very
classical problem. Here it is proven that a curve of solutions exists,
parametrized by the rotation speed, ... | [
0,
0,
1,
0,
0,
0
] |
Title: Critical properties of the contact process with quenched dilution,
Abstract: We have studied the critical properties of the contact process on a square
lattice with quenched site dilution by Monte Carlo simulations. This was
achieved by generating in advance the percolating cluster, through the use of
an appropr... | [
0,
1,
0,
0,
0,
0
] |
Title: On Data-Dependent Random Features for Improved Generalization in Supervised Learning,
Abstract: The randomized-feature approach has been successfully employed in large-scale
kernel approximation and supervised learning. The distribution from which the
random features are drawn impacts the number of features requ... | [
1,
0,
0,
1,
0,
0
] |
Title: Anomalous electron spectrum and its relation to peak structure of electron scattering rate in cuprate superconductors,
Abstract: The recent discovery of a direct link between the sharp peak in the electron
quasiparticle scattering rate of cuprate superconductors and the well-known
peak-dip-hump structure in the ... | [
0,
1,
0,
0,
0,
0
] |
Title: A comparison theorem for MW-motivic cohomology,
Abstract: We prove that for a finitely generated field over an infinite perfect field
k, and for any integer n, the (n,n)-th MW-motivic cohomology group identifies
with the n-th Milnor-Witt K-theory group of that field | [
0,
0,
1,
0,
0,
0
] |
Title: Wiener Filtering for Passive Linear Quantum Systems,
Abstract: This paper considers a version of the Wiener filtering problem for
equalization of passive quantum linear quantum systems. We demonstrate that
taking into consideration the quantum nature of the signals involved leads to
features typically not encoun... | [
1,
0,
0,
0,
0,
0
] |
Title: Density Estimation with Contaminated Data: Minimax Rates and Theory of Adaptation,
Abstract: This paper studies density estimation under pointwise loss in the setting of
contamination model. The goal is to estimate $f(x_0)$ at some
$x_0\in\mathbb{R}$ with i.i.d. observations, $$ X_1,\dots,X_n\sim
(1-\epsilon)f+\... | [
0,
0,
1,
1,
0,
0
] |
Title: Composable Deep Reinforcement Learning for Robotic Manipulation,
Abstract: Model-free deep reinforcement learning has been shown to exhibit good
performance in domains ranging from video games to simulated robotic
manipulation and locomotion. However, model-free methods are known to perform
poorly when the inter... | [
1,
0,
0,
1,
0,
0
] |
Title: Stimulated Raman Scattering Imposes Fundamental Limits to the Duration and Bandwidth of Temporal Cavity Solitons,
Abstract: Temporal cavity solitons (CS) are optical pulses that can persist in passive
resonators, and they play a key role in the generation of coherent
microresonator frequency combs. In resonators... | [
0,
1,
0,
0,
0,
0
] |
Title: A Unifying Framework for Convergence Analysis of Approximate Newton Methods,
Abstract: Many machine learning models are reformulated as optimization problems. Thus,
it is important to solve a large-scale optimization problem in big data
applications. Recently, subsampled Newton methods have emerged to attract mu... | [
1,
0,
0,
0,
0,
0
] |
Title: A Newman property for BLD-mappings,
Abstract: We define a Newman property for BLD-mappings and study its connections to the
porosity of the branch set in the setting of generalized manifolds equipped
with complete path metrics. | [
0,
0,
1,
0,
0,
0
] |
Title: Fast and Accurate Time Series Classification with WEASEL,
Abstract: Time series (TS) occur in many scientific and commercial applications,
ranging from earth surveillance to industry automation to the smart grids. An
important type of TS analysis is classification, which can, for instance,
improve energy load fo... | [
1,
0,
0,
1,
0,
0
] |
Title: Stack Overflow Considered Harmful? The Impact of Copy&Paste on Android Application Security,
Abstract: Online programming discussion platforms such as Stack Overflow serve as a
rich source of information for software developers. Available information
include vibrant discussions and oftentimes ready-to-use code s... | [
1,
0,
0,
0,
0,
0
] |
Title: K-theory of group Banach algebras and Banach property RD,
Abstract: We investigate Banach algebras of convolution operators on the $L^p$ spaces
of a locally compact group, and their K-theory. We show that for a discrete
group, the corresponding K-theory groups depend continuously on $p$ in an
inductive sense. Vi... | [
0,
0,
1,
0,
0,
0
] |
Title: Learning from various labeling strategies for suicide-related messages on social media: An experimental study,
Abstract: Suicide is an important but often misunderstood problem, one that researchers
are now seeking to better understand through social media. Due in large part to
the fuzzy nature of what constitut... | [
1,
0,
0,
0,
0,
0
] |
Title: Modeling Information Flow Through Deep Neural Networks,
Abstract: This paper proposes a principled information theoretic analysis of
classification for deep neural network structures, e.g. convolutional neural
networks (CNN). The output of convolutional filters is modeled as a random
variable Y conditioned on th... | [
1,
0,
0,
1,
0,
0
] |
Title: Deep Learning applied to Road Traffic Speed forecasting,
Abstract: In this paper, we propose deep learning architectures (FNN, CNN and LSTM) to
forecast a regression model for time dependent data. These algorithm's are
designed to handle Floating Car Data (FCD) historic speeds to predict road
traffic data. For t... | [
1,
0,
0,
1,
0,
0
] |
Title: Wait For It: Identifying "On-Hold" Self-Admitted Technical Debt,
Abstract: Self-admitted technical debt refers to situations where a software developer
knows that their current implementation is not optimal and indicates this using
a source code comment. In this work, we hypothesize that it is possible to
develo... | [
1,
0,
0,
0,
0,
0
] |
Title: Real time observation of granular rock analogue material deformation and failure using nonlinear laser interferometry,
Abstract: A better understanding and anticipation of natural processes such as
landsliding or seismic fault activity requires detailed theoretical and
experimental analysis of rock mechanics and... | [
0,
1,
0,
0,
0,
0
] |
Title: CREATE: Multimodal Dataset for Unsupervised Learning, Generative Modeling and Prediction of Sensory Data from a Mobile Robot in Indoor Environments,
Abstract: The CREATE database is composed of 14 hours of multimodal recordings from a
mobile robotic platform based on the iRobot Create. The various sensors cover
... | [
1,
0,
0,
0,
0,
0
] |
Title: Deep learning enhanced mobile-phone microscopy,
Abstract: Mobile-phones have facilitated the creation of field-portable, cost-effective
imaging and sensing technologies that approach laboratory-grade instrument
performance. However, the optical imaging interfaces of mobile-phones are not
designed for microscopy ... | [
1,
1,
0,
0,
0,
0
] |
Title: Minimal Controllability of Conjunctive Boolean Networks is NP-Complete,
Abstract: Given a conjunctive Boolean network (CBN) with $n$ state-variables, we
consider the problem of finding a minimal set of state-variables to directly
affect with an input so that the resulting conjunctive Boolean control network
(CBC... | [
1,
0,
1,
0,
0,
0
] |
Title: D-optimal designs for complex Ornstein-Uhlenbeck processes,
Abstract: Complex Ornstein-Uhlenbeck (OU) processes have various applications in
statistical modelling. They play role e.g. in the description of the motion of
a charged test particle in a constant magnetic field or in the study of
rotating waves in tim... | [
0,
0,
1,
1,
0,
0
] |
Title: Self-adjointness and spectral properties of Dirac operators with magnetic links,
Abstract: We define Dirac operators on $\mathbb{S}^3$ (and $\mathbb{R}^3$) with
magnetic fields supported on smooth, oriented links and prove self-adjointness
of certain (natural) extensions. We then analyze their spectral propertie... | [
0,
0,
1,
0,
0,
0
] |
Title: Latent tree models,
Abstract: Latent tree models are graphical models defined on trees, in which only a
subset of variables is observed. They were first discussed by Judea Pearl as
tree-decomposable distributions to generalise star-decomposable distributions
such as the latent class model. Latent tree models, or... | [
0,
0,
1,
1,
0,
0
] |
Title: Towards a Knowledge Graph based Speech Interface,
Abstract: Applications which use human speech as an input require a speech interface
with high recognition accuracy. The words or phrases in the recognised text are
annotated with a machine-understandable meaning and linked to knowledge graphs
for further process... | [
1,
0,
0,
0,
0,
0
] |
Title: Gradient Masking Causes CLEVER to Overestimate Adversarial Perturbation Size,
Abstract: A key problem in research on adversarial examples is that vulnerability to
adversarial examples is usually measured by running attack algorithms. Because
the attack algorithms are not optimal, the attack algorithms are prone ... | [
0,
0,
0,
1,
0,
0
] |
Title: Quantum capacitance of double-layer graphene,
Abstract: We study the ground-state properties of a double layer graphene system with
the Coulomb interlayer electron-electron interaction modeled within the random
phase approximation. We first obtain an expression of the quantum capacitance
of a two layer system. I... | [
0,
1,
0,
0,
0,
0
] |
Title: Distributed Time Synchronization for Networks with Random Delays and Measurement Noise,
Abstract: In this paper a new distributed asynchronous algorithm is proposed for time
synchronization in networks with random communication delays, measurement noise
and communication dropouts. Three different types of the dr... | [
1,
0,
0,
0,
0,
0
] |
Title: Controller Synthesis for Discrete-time Hybrid Polynomial Systems via Occupation Measures,
Abstract: We present a novel controller synthesis approach for discrete-time hybrid
polynomial systems, a class of systems that can model a wide variety of
interactions between robots and their environment. The approach is ... | [
1,
0,
0,
0,
0,
0
] |
Title: Semiflat Orbifold Projections,
Abstract: We compute the semiflat positive cone $K_0^{+SF}(A_\theta^\sigma)$ of the
$K_0$-group of the irrational rotation orbifold $A_\theta^\sigma$ under the
noncommutative Fourier transform $\sigma$ and show that it is determined by
classes of positive trace and the vanishing of... | [
0,
0,
1,
0,
0,
0
] |
Title: Magnetization process of the S = 1/2 two-leg organic spin-ladder compound BIP-BNO,
Abstract: We have measured the magnetization of the organic compound BIP-BNO
(3,5'-bis(N-tert-butylaminoxyl)-3',5-dibromobiphenyl) up to 76 T where the
magnetization is saturated. The S = 1/2 antiferromagnetic Heisenberg two-leg
s... | [
0,
1,
0,
0,
0,
0
] |
Title: Deep Over-sampling Framework for Classifying Imbalanced Data,
Abstract: Class imbalance is a challenging issue in practical classification problems
for deep learning models as well as traditional models. Traditionally
successful countermeasures such as synthetic over-sampling have had limited
success with comple... | [
1,
0,
0,
1,
0,
0
] |
Title: The Double Galaxy Cluster Abell 2465 III. X-ray and Weak-lensing Observations,
Abstract: We report Chandra X-ray observations and optical weak-lensing measurements
from Subaru/Suprime-Cam images of the double galaxy cluster Abell 2465
(z=0.245). The X-ray brightness data are fit to a beta-model to obtain the
rad... | [
0,
1,
0,
0,
0,
0
] |
Title: Monte Carlo study of magnetic nanoparticles adsorbed on halloysite $Al_2Si_2O_5(OH)_4$ nanotubes,
Abstract: We study properties of magnetic nanoparticles adsorbed on the halloysite
surface. For that a distinct magnetic Hamiltonian with random distribution of
spins on a cylindrical surface was solved by using a n... | [
0,
1,
0,
0,
0,
0
] |
Title: Conversion of Mersenne Twister to double-precision floating-point numbers,
Abstract: The 32-bit Mersenne Twister generator MT19937 is a widely used random number
generator. To generate numbers with more than 32 bits in bit length, and
particularly when converting into 53-bit double-precision floating-point
numbe... | [
1,
0,
0,
1,
0,
0
] |
Title: Computational Study of Halide Perovskite-Derived A$_2$BX$_6$ Inorganic Compounds: Chemical Trends in Electronic Structure and Structural Stability,
Abstract: The electronic structure and energetic stability of A$_2$BX$_6$ halide
compounds with the cubic and tetragonal variants of the perovskite-derived
K$_2$PtCl... | [
0,
1,
0,
0,
0,
0
] |
Title: A Bootstrap Lasso + Partial Ridge Method to Construct Confidence Intervals for Parameters in High-dimensional Sparse Linear Models,
Abstract: For high-dimensional sparse linear models, how to construct confidence
intervals for coefficients remains a difficult question. The main reason is the
complicated limiting... | [
0,
0,
0,
1,
0,
0
] |
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