text stringlengths 138 2.38k | labels listlengths 6 6 | Predictions listlengths 1 3 |
|---|---|---|
Title: Life and work of Egbert Brieskorn (1936 - 2013),
Abstract: Egbert Brieskorn died on July 11, 2013, a few days after his 77th birthday.
He was an impressive personality who has left a lasting impression on all who
knew him, whether inside or outside of mathematics. Brieskorn was a great
mathematician, but his int... | [
0,
0,
1,
0,
0,
0
] | [
"Mathematics"
] |
Title: Resource Allocation for a Full-Duplex Base Station Aided OFDMA System,
Abstract: Exploiting full-duplex (FD) technology on base stations (BSs) is a promising
solution to enhancing the system performance. Motivated by this, we revisit a
full-duplex base station (FD-BS) aided OFDMA system, which consists of one BS... | [
1,
0,
0,
0,
0,
0
] | [
"Computer Science",
"Mathematics"
] |
Title: Production of Entanglement Entropy by Decoherence,
Abstract: We examine the dynamics of entanglement entropy of all parts in an open
system consisting of a two-level dimer interacting with an environment of
oscillators. The dimer-environment interaction is almost energy conserving. We
find the precise link betwe... | [
0,
1,
0,
0,
0,
0
] | [
"Physics",
"Mathematics"
] |
Title: The Unusual Effectiveness of Averaging in GAN Training,
Abstract: We show empirically that the optimal strategy of parameter averaging in a
minmax convex-concave game setting is also strikingly effective in the non
convex-concave GAN setting, specifically alleviating the convergence issues
associated with cyclin... | [
0,
0,
0,
1,
0,
0
] | [
"Computer Science",
"Statistics"
] |
Title: Stellarator bootstrap current and plasma flow velocity at low collisionality,
Abstract: The bootstrap current and flow velocity of a low-collisionality stellarator
plasma are calculated. As far as possible, the analysis is carried out in a
uniform way across all low-collisionality regimes in general stellarator
... | [
0,
1,
0,
0,
0,
0
] | [
"Physics"
] |
Title: Dynamical patterns in individual trajectories toward extremism,
Abstract: Society faces a fundamental global problem of understanding which individuals
are currently developing strong support for some extremist entity such as ISIS
(Islamic State) -- even if they never end up doing anything in the real world.
The... | [
1,
1,
0,
0,
0,
0
] | [
"Quantitative Biology",
"Statistics"
] |
Title: Boundary Hamiltonian theory for gapped topological phases on an open surface,
Abstract: In this paper we propose a Hamiltonian approach to gapped topological phases
on an open surface with boundary. Our setting is an extension of the Levin-Wen
model to a 2d graph on the open surface, whose boundary is part of th... | [
0,
1,
1,
0,
0,
0
] | [
"Physics",
"Mathematics"
] |
Title: On the Evaluation of Silicon Photomultipliers for Use as Photosensors in Liquid Xenon Detectors,
Abstract: Silicon photomultipliers (SiPMs) are potential solid-state alternatives to
traditional photomultiplier tubes (PMTs) for single-photon detection. In this
paper, we report on evaluating SensL MicroFC-10035-SM... | [
0,
1,
0,
0,
0,
0
] | [
"Physics"
] |
Title: Universal Protocols for Information Dissemination Using Emergent Signals,
Abstract: We consider a population of $n$ agents which communicate with each other in a
decentralized manner, through random pairwise interactions. One or more agents
in the population may act as authoritative sources of information, and t... | [
1,
0,
0,
0,
0,
0
] | [
"Computer Science",
"Mathematics"
] |
Title: Universal elliptic Gauß sums for Atkin primes in Schoof's algorithm,
Abstract: This work builds on earlier results. We define universal elliptic Gau{\ss}
sums for Atkin primes in Schoof's algorithm for counting points on elliptic
curves. Subsequently, we show these quantities admit an efficiently computable
repr... | [
0,
0,
1,
0,
0,
0
] | [
"Mathematics",
"Computer Science"
] |
Title: Wavelet graphs for the direct detection of gravitational waves,
Abstract: A second generation of gravitational wave detectors will soon come online
with the objective of measuring for the first time the tiny gravitational
signal from the coalescence of black hole and/or neutron star binaries. In this
communicati... | [
0,
1,
0,
0,
0,
0
] | [
"Physics",
"Statistics",
"Computer Science"
] |
Title: A deep Convolutional Neural Network for topology optimization with strong generalization ability,
Abstract: This paper proposes a deep Convolutional Neural Network(CNN) with strong
generalization ability for structural topology optimization. The architecture
of the neural network is made up of encoding and decod... | [
1,
0,
0,
1,
0,
0
] | [
"Computer Science",
"Mathematics"
] |
Title: Estimation of the asymptotic variance of univariate and multivariate random fields and statistical inference,
Abstract: Correlated random fields are a common way to model dependence struc- tures in
high-dimensional data, especially for data collected in imaging. One important
parameter characterizing the degree ... | [
0,
0,
1,
1,
0,
0
] | [
"Statistics",
"Mathematics"
] |
Title: Efficient Spatial Variation Characterization via Matrix Completion,
Abstract: In this paper, we propose a novel method to estimate and characterize spatial
variations on dies or wafers. This new technique exploits recent developments
in matrix completion, enabling estimation of spatial variation across wafers or... | [
1,
0,
0,
0,
0,
0
] | [
"Computer Science",
"Mathematics"
] |
Title: Classification of grasping tasks based on EEG-EMG coherence,
Abstract: This work presents an innovative application of the well-known concept of
cortico-muscular coherence for the classification of various motor tasks, i.e.,
grasps of different kinds of objects. Our approach can classify objects with
different w... | [
0,
0,
0,
0,
1,
0
] | [
"Computer Science",
"Quantitative Biology"
] |
Title: Kepler sheds new and unprecedented light on the variability of a blue supergiant: gravity waves in the O9.5Iab star HD 188209,
Abstract: Stellar evolution models are most uncertain for evolved massive stars.
Asteroseismology based on high-precision uninterrupted space photometry has
become a new way to test the ... | [
0,
1,
0,
0,
0,
0
] | [
"Physics"
] |
Title: Scaling the Scattering Transform: Deep Hybrid Networks,
Abstract: We use the scattering network as a generic and fixed ini-tialization of the
first layers of a supervised hybrid deep network. We show that early layers do
not necessarily need to be learned, providing the best results to-date with
pre-defined repr... | [
1,
0,
0,
0,
0,
0
] | [
"Computer Science"
] |
Title: Leontief Meets Shannon - Measuring the Complexity of the Economic System,
Abstract: We develop a complexity measure for large-scale economic systems based on
Shannon's concept of entropy. By adopting Leontief's perspective of the
production process as a circular flow, we formulate the process as a Markov
chain. ... | [
0,
1,
0,
1,
0,
0
] | [
"Quantitative Finance",
"Statistics"
] |
Title: RLE Plots: Visualising Unwanted Variation in High Dimensional Data,
Abstract: Unwanted variation can be highly problematic and so its detection is often
crucial. Relative log expression (RLE) plots are a powerful tool for
visualising such variation in high dimensional data. We provide a detailed
examination of t... | [
0,
0,
0,
1,
0,
0
] | [
"Statistics",
"Quantitative Biology"
] |
Title: ALMA Observations of Gas-Rich Galaxies in z~1.6 Galaxy Clusters: Evidence for Higher Gas Fractions in High-Density Environments,
Abstract: We present ALMA CO (2-1) detections in 11 gas-rich cluster galaxies at z~1.6,
constituting the largest sample of molecular gas measurements in z>1.5 clusters
to date. The obs... | [
0,
1,
0,
0,
0,
0
] | [
"Physics"
] |
Title: CardiacNET: Segmentation of Left Atrium and Proximal Pulmonary Veins from MRI Using Multi-View CNN,
Abstract: Anatomical and biophysical modeling of left atrium (LA) and proximal
pulmonary veins (PPVs) is important for clinical management of several cardiac
diseases. Magnetic resonance imaging (MRI) allows quali... | [
1,
0,
0,
1,
0,
0
] | [
"Computer Science",
"Quantitative Biology"
] |
Title: Klt varieties with trivial canonical class - Holonomy, differential forms, and fundamental groups,
Abstract: We investigate the holonomy group of singular Kähler-Einstein metrics on
klt varieties with numerically trivial canonical divisor. Finiteness of the
number of connected components, a Bochner principle for... | [
0,
0,
1,
0,
0,
0
] | [
"Mathematics"
] |
Title: Development and Characterisation of a Gas System and its Associated Slow-Control System for an ATLAS Small-Strip Thin Gap Chamber Testing Facility,
Abstract: A quality assurance and performance qualification laboratory was built at
McGill University for the Canadian-made small-strip Thin Gap Chamber (sTGC)
muon ... | [
0,
1,
0,
0,
0,
0
] | [
"Physics"
] |
Title: Convergence of extreme value statistics in a two-layer quasi-geostrophic atmospheric model,
Abstract: We search for the signature of universal properties of extreme events,
theoretically predicted for Axiom A flows, in a chaotic and high dimensional
dynamical system by studying the convergence of GEV (Generalize... | [
0,
1,
0,
1,
0,
0
] | [
"Physics",
"Mathematics"
] |
Title: On Blocking Collisions between People, Objects and other Robots,
Abstract: Intentional or unintentional contacts are bound to occur increasingly more
often due to the deployment of autonomous systems in human environments. In
this paper, we devise methods to computationally predict imminent collisions
between ob... | [
1,
0,
0,
0,
0,
0
] | [
"Computer Science",
"Robotics"
] |
Title: Flexible Attributed Network Embedding,
Abstract: Network embedding aims to find a way to encode network by learning an
embedding vector for each node in the network. The network often has property
information which is highly informative with respect to the node's position and
role in the network. Most network em... | [
1,
0,
0,
0,
0,
0
] | [
"Computer Science",
"Statistics"
] |
Title: Intermediate curvatures and highly connected manifolds,
Abstract: We show that after forming a connected sum with a homotopy sphere, all
(2j-1)-connected 2j-parallelisable manifolds in dimension 4j+1, j > 0, can be
equipped with Riemannian metrics of 2-positive Ricci curvature. When j=1 we
extend the above to ce... | [
0,
0,
1,
0,
0,
0
] | [
"Mathematics"
] |
Title: Iteratively reweighted $\ell_1$ algorithms with extrapolation,
Abstract: Iteratively reweighted $\ell_1$ algorithm is a popular algorithm for solving
a large class of optimization problems whose objective is the sum of a
Lipschitz differentiable loss function and a possibly nonconvex sparsity
inducing regularize... | [
0,
0,
0,
1,
0,
0
] | [
"Computer Science",
"Mathematics"
] |
Title: Automatic generation of analysis class diagrams from use case specifications,
Abstract: In object oriented software development, the analysis modeling is concerned
with the task of identifying problem level objects along with the relationships
between them from software requirements. The software requirements ar... | [
1,
0,
0,
0,
0,
0
] | [
"Computer Science"
] |
Title: Virtual Crystals and Nakajima Monomials,
Abstract: An explicit description of the virtualization map for the (modified) Nakajima
monomial model for crystals is given. We give an explicit description of the
Lusztig data for modified Nakajima monomials in type $A_n$. | [
0,
0,
1,
0,
0,
0
] | [
"Mathematics"
] |
Title: An Analysis of the Value of Information when Exploring Stochastic, Discrete Multi-Armed Bandits,
Abstract: In this paper, we propose an information-theoretic exploration strategy for
stochastic, discrete multi-armed bandits that achieves optimal regret. Our
strategy is based on the value of information criterion... | [
1,
0,
0,
1,
0,
0
] | [
"Computer Science",
"Statistics",
"Mathematics"
] |
Title: Raman Scattering by a Two-Dimensional Fermi Liquid with Spin-Orbit Coupling,
Abstract: We present a microscopic theory of Raman scattering by a two-dimensional
Fermi liquid (FL) with Rashba and Dresselhaus types of spin-orbit coupling, and
subject to an in-plane magnetic field (B). In the long-wavelength limit, ... | [
0,
1,
0,
0,
0,
0
] | [
"Physics"
] |
Title: Computing Nonvacuous Generalization Bounds for Deep (Stochastic) Neural Networks with Many More Parameters than Training Data,
Abstract: One of the defining properties of deep learning is that models are chosen to
have many more parameters than available training data. In light of this
capacity for overfitting, ... | [
1,
0,
0,
0,
0,
0
] | [
"Computer Science",
"Statistics",
"Mathematics"
] |
Title: Uhlenbeck's decomposition in Sobolev and Morrey-Sobolev spaces,
Abstract: We present a self-contained proof of Uhlenbeck's decomposition theorem for
$\Omega\in L^p(\mathbb{B}^n,so(m)\otimes\Lambda^1\mathbb{R}^n)$ for $p\in
(1,n)$ with Sobolev type estimates in the case $p \in[n/2,n)$ and
Morrey-Sobolev type esti... | [
0,
0,
1,
0,
0,
0
] | [
"Mathematics"
] |
Title: Bose-Hubbard lattice as a controllable environment for open quantum systems,
Abstract: We investigate the open dynamics of an atomic impurity embedded in a
one-dimensional Bose-Hubbard lattice. We derive the reduced evolution equation
for the impurity and show that the Bose-Hubbard lattice behaves as a tunable
e... | [
0,
1,
0,
0,
0,
0
] | [
"Physics"
] |
Title: ClipAudit: A Simple Risk-Limiting Post-Election Audit,
Abstract: We propose a simple risk-limiting audit for elections, ClipAudit. To
determine whether candidate A (the reported winner) actually beat candidate B
in a plurality election, ClipAudit draws ballots at random, without
replacement, until either all cas... | [
1,
0,
0,
1,
0,
0
] | [
"Statistics",
"Mathematics"
] |
Title: A Dichotomy for Sampling Barrier-Crossing Events of Random Walks with Regularly Varying Tails,
Abstract: We study how to sample paths of a random walk up to the first time it crosses
a fixed barrier, in the setting where the step sizes are iid with negative mean
and have a regularly varying right tail. We introd... | [
0,
0,
1,
1,
0,
0
] | [
"Mathematics",
"Statistics"
] |
Title: A Hierarchical Bayesian Linear Regression Model with Local Features for Stochastic Dynamics Approximation,
Abstract: One of the challenges in model-based control of stochastic dynamical systems
is that the state transition dynamics are involved, and it is not easy or
efficient to make good-quality predictions of... | [
0,
0,
0,
1,
0,
0
] | [
"Computer Science",
"Statistics"
] |
Title: A generalization of the Hasse-Witt matrix of a hypersurface,
Abstract: The Hasse-Witt matrix of a hypersurface in ${\mathbb P}^n$ over a finite
field of characteristic $p$ gives essentially complete mod $p$ information
about the zeta function of the hypersurface. But if the degree $d$ of the
hypersurface is $\le... | [
0,
0,
1,
0,
0,
0
] | [
"Mathematics"
] |
Title: Few-Shot Learning with Graph Neural Networks,
Abstract: We propose to study the problem of few-shot learning with the prism of
inference on a partially observed graphical model, constructed from a
collection of input images whose label can be either observed or not. By
assimilating generic message-passing infere... | [
1,
0,
0,
1,
0,
0
] | [
"Computer Science",
"Statistics"
] |
Title: Prospects of detecting HI using redshifted 21 cm radiation at z ~ 3,
Abstract: Distribution of cold gas in the post-reionization era provides an important
link between distribution of galaxies and the process of star formation.
Redshifted 21 cm radiation from the Hyperfine transition of neutral Hydrogen
allows u... | [
0,
1,
0,
0,
0,
0
] | [
"Physics"
] |
Title: Centralities of Nodes and Influences of Layers in Large Multiplex Networks,
Abstract: We formulate and propose an algorithm (MultiRank) for the ranking of nodes
and layers in large multiplex networks. MultiRank takes into account the full
multiplex network structure of the data and exploits the dual nature of th... | [
1,
1,
0,
0,
0,
0
] | [
"Computer Science",
"Mathematics"
] |
Title: Twofold triple systems with cyclic 2-intersecting Gray codes,
Abstract: Given a combinatorial design $\mathcal{D}$ with block set $\mathcal{B}$, the
block-intersection graph (BIG) of $\mathcal{D}$ is the graph that has
$\mathcal{B}$ as its vertex set, where two vertices $B_{1} \in \mathcal{B}$ and
$B_{2} \in \ma... | [
0,
0,
1,
0,
0,
0
] | [
"Mathematics"
] |
Title: Consequences of Unhappiness While Developing Software,
Abstract: The growing literature on affect among software developers mostly reports on
the linkage between happiness, software quality, and developer productivity.
Understanding the positive side of happiness -- positive emotions and moods --
is an attractiv... | [
1,
0,
0,
0,
0,
0
] | [
"Computer Science"
] |
Title: Accelerated Dual Learning by Homotopic Initialization,
Abstract: Gradient descent and coordinate descent are well understood in terms of their
asymptotic behavior, but less so in a transient regime often used for
approximations in machine learning. We investigate how proper initialization
can have a profound eff... | [
1,
0,
0,
0,
0,
0
] | [
"Computer Science",
"Mathematics"
] |
Title: Inverse Reinforcement Learning from Summary Data,
Abstract: Inverse reinforcement learning (IRL) aims to explain observed strategic
behavior by fitting reinforcement learning models to behavioral data. However,
traditional IRL methods are only applicable when the observations are in the
form of state-action path... | [
1,
0,
0,
1,
0,
0
] | [
"Computer Science",
"Statistics"
] |
Title: A micrometer-thick oxide film with high thermoelectric performance at temperature ranging from 20-400 K,
Abstract: Thermoelectric (TE) materials achieve localised conversion between thermal
and electric energies, and the conversion efficiency is determined by a figure
of merit zT. Up to date, two-dimensional ele... | [
0,
1,
0,
0,
0,
0
] | [
"Physics"
] |
Title: Maximizing acquisition functions for Bayesian optimization,
Abstract: Bayesian optimization is a sample-efficient approach to global optimization
that relies on theoretically motivated value heuristics (acquisition functions)
to guide its search process. Fully maximizing acquisition functions produces
the Bayes'... | [
0,
0,
0,
1,
0,
0
] | [
"Computer Science",
"Mathematics",
"Statistics"
] |
Title: A Regularized Framework for Sparse and Structured Neural Attention,
Abstract: Modern neural networks are often augmented with an attention mechanism, which
tells the network where to focus within the input. We propose in this paper a
new framework for sparse and structured attention, building upon a smoothed max... | [
1,
0,
0,
1,
0,
0
] | [
"Computer Science",
"Statistics"
] |
Title: Intrinsically Motivated Goal Exploration Processes with Automatic Curriculum Learning,
Abstract: Intrinsically motivated spontaneous exploration is a key enabler of
autonomous lifelong learning in human children. It allows them to discover and
acquire large repertoires of skills through self-generation, self-sel... | [
1,
0,
0,
0,
0,
0
] | [
"Computer Science",
"Statistics"
] |
Title: On C-class equations,
Abstract: The concept of a C-class of differential equations goes back to E. Cartan
with the upshot that generic equations in a C-class can be solved without
integration. While Cartan's definition was in terms of differential invariants
being first integrals, all results exhibiting C-classe... | [
0,
0,
1,
0,
0,
0
] | [
"Mathematics"
] |
Title: NGC 3105: A Young Cluster in the Outer Galaxy,
Abstract: Images and spectra of the open cluster NGC 3105 have been obtained with GMOS
on Gemini South. The (i', g'-i') color-magnitude diagram (CMD) constructed from
these data extends from the brightest cluster members to g'~23. This is 4 - 5
mag fainter than prev... | [
0,
1,
0,
0,
0,
0
] | [
"Physics"
] |
Title: Supervised learning with quantum enhanced feature spaces,
Abstract: Machine learning and quantum computing are two technologies each with the
potential for altering how computation is performed to address previously
untenable problems. Kernel methods for machine learning are ubiquitous for
pattern recognition, w... | [
0,
0,
0,
1,
0,
0
] | [
"Computer Science",
"Physics"
] |
Title: On The Limitation of Some Fully Observable Multiple Session Resilient Shoulder Surfing Defense Mechanisms,
Abstract: Using password based authentication technique, a system maintains the login
credentials (username, password) of the users in a password file. Once the
password file is compromised, an adversary ob... | [
1,
0,
0,
0,
0,
0
] | [
"Computer Science",
"Security"
] |
Title: Algebraic characterization of regular fractions under level permutations,
Abstract: In this paper we study the behavior of the fractions of a factorial design
under permutations of the factor levels. We focus on the notion of regular
fraction and we introduce methods to check whether a given symmetric orthogonal... | [
0,
0,
1,
1,
0,
0
] | [
"Mathematics",
"Statistics"
] |
Title: Towards a More Reliable Privacy-preserving Recommender System,
Abstract: This paper proposes a privacy-preserving distributed recommendation
framework, Secure Distributed Collaborative Filtering (SDCF), to preserve the
privacy of value, model and existence altogether. That says, not only the
ratings from the use... | [
1,
0,
0,
0,
0,
0
] | [
"Computer Science",
"Statistics"
] |
Title: Using of heterogeneous corpora for training of an ASR system,
Abstract: The paper summarizes the development of the LVCSR system built as a part of
the Pashto speech-translation system at the SCALE (Summer Camp for Applied
Language Exploration) 2015 workshop on "Speech-to-text-translation for
low-resource langua... | [
1,
0,
0,
0,
0,
0
] | [
"Computer Science"
] |
Title: Global existence in the 1D quasilinear parabolic-elliptic chemotaxis system with critical nonlinearity,
Abstract: The paper should be viewed as complement of an earlier result in [8]. In the
paper just mentioned it is shown that 1d case of a quasilinear
parabolic-elliptic Keller-Segel system is very special. Nam... | [
0,
0,
1,
0,
0,
0
] | [
"Mathematics"
] |
Title: Node Centralities and Classification Performance for Characterizing Node Embedding Algorithms,
Abstract: Embedding graph nodes into a vector space can allow the use of machine
learning to e.g. predict node classes, but the study of node embedding
algorithms is immature compared to the natural language processing... | [
1,
0,
0,
1,
0,
0
] | [
"Computer Science",
"Statistics"
] |
Title: Multirole Logic (Extended Abstract),
Abstract: We identify multirole logic as a new form of logic in which
conjunction/disjunction is interpreted as an ultrafilter on the power set of
some underlying set (of roles) and the notion of negation is generalized to
endomorphisms on this underlying set. We formalize bo... | [
1,
0,
1,
0,
0,
0
] | [
"Computer Science",
"Mathematics"
] |
Title: ISM properties of a Massive Dusty Star-Forming Galaxy discovered at z ~ 7,
Abstract: We report the discovery and constrain the physical conditions of the
interstellar medium of the highest-redshift millimeter-selected dusty
star-forming galaxy (DSFG) to date, SPT-S J031132-5823.4 (hereafter
SPT0311-58), at $z=6.... | [
0,
1,
0,
0,
0,
0
] | [
"Physics"
] |
Title: Multi-dueling Bandits with Dependent Arms,
Abstract: The dueling bandits problem is an online learning framework for learning from
pairwise preference feedback, and is particularly well-suited for modeling
settings that elicit subjective or implicit human feedback. In this paper, we
study the problem of multi-du... | [
1,
0,
0,
0,
0,
0
] | [
"Computer Science",
"Statistics"
] |
Title: Observable dictionary learning for high-dimensional statistical inference,
Abstract: This paper introduces a method for efficiently inferring a high-dimensional
distributed quantity from a few observations. The quantity of interest (QoI) is
approximated in a basis (dictionary) learned from a training set. The
co... | [
0,
0,
0,
1,
0,
0
] | [
"Statistics",
"Mathematics",
"Computer Science"
] |
Title: A Finite-Tame-Wild Trichotomy Theorem for Tensor Diagrams,
Abstract: In this paper, we consider the problem of determining when two tensor
networks are equivalent under a heterogeneous change of basis. In particular,
to a string diagram in a certain monoidal category (which we call tensor
diagrams), we formulate... | [
0,
0,
1,
0,
0,
0
] | [
"Mathematics",
"Computer Science"
] |
Title: RCD: Rapid Close to Deadline Scheduling for Datacenter Networks,
Abstract: Datacenter-based Cloud Computing services provide a flexible, scalable and
yet economical infrastructure to host online services such as multimedia
streaming, email and bulk storage. Many such services perform geo-replication
to provide n... | [
1,
0,
0,
0,
0,
0
] | [
"Computer Science"
] |
Title: Transfer entropy between communities in complex networks,
Abstract: With the help of transfer entropy, we analyze information flows between
communities of complex networks. We show that the transfer entropy provides a
coherent description of interactions between communities, including non-linear
interactions. To... | [
0,
1,
0,
0,
0,
0
] | [
"Computer Science",
"Quantitative Finance"
] |
Title: On the spectral geometry of manifolds with conic singularities,
Abstract: In the previous article we derived a detailed asymptotic expansion of the
heat trace for the Laplace-Beltrami operator on functions on manifolds with
conic singularities. In this article we investigate how the terms in the
expansion reflec... | [
0,
0,
1,
0,
0,
0
] | [
"Mathematics",
"Physics"
] |
Title: Clustering with t-SNE, provably,
Abstract: t-distributed Stochastic Neighborhood Embedding (t-SNE), a clustering and
visualization method proposed by van der Maaten & Hinton in 2008, has rapidly
become a standard tool in a number of natural sciences. Despite its
overwhelming success, there is a distinct lack of ... | [
1,
0,
0,
1,
0,
0
] | [
"Computer Science",
"Mathematics",
"Statistics"
] |
Title: Noise Flooding for Detecting Audio Adversarial Examples Against Automatic Speech Recognition,
Abstract: Neural models enjoy widespread use across a variety of tasks and have grown
to become crucial components of many industrial systems. Despite their
effectiveness and extensive popularity, they are not without t... | [
1,
0,
0,
0,
0,
0
] | [
"Computer Science"
] |
Title: Reliability study of proportional odds family of discrete distributions,
Abstract: The proportional odds model gives a method of generating new family of
distributions by adding a parameter, called tilt parameter, to expand an
existing family of distributions. The new family of distributions so obtained
is known... | [
0,
0,
1,
1,
0,
0
] | [
"Statistics",
"Mathematics"
] |
Title: Feeding vs. Falling: The growth and collapse of molecular clouds in a turbulent interstellar medium,
Abstract: In order to understand the origin of observed molecular cloud properties, it
is critical to understand how clouds interact with their environments during
their formation, growth, and collapse. It has be... | [
0,
1,
0,
0,
0,
0
] | [
"Physics"
] |
Title: Multi-Scale Pipeline for the Search of String-Induced CMB Anisotropies,
Abstract: We propose a multi-scale edge-detection algorithm to search for the
Gott-Kaiser-Stebbins imprints of a cosmic string (CS) network on the Cosmic
Microwave Background (CMB) anisotropies. Curvelet decomposition and extended
Canny algo... | [
0,
1,
0,
1,
0,
0
] | [
"Physics",
"Statistics"
] |
Title: A simultaneous generalization of the theorems of Chevalley-Warning and Morlaye,
Abstract: Inspired by recent work of I. Baoulina, we give a simultaneous generalization
of the theorems of Chevalley-Warning and Morlaye. | [
0,
0,
1,
0,
0,
0
] | [
"Mathematics"
] |
Title: Turning Internet of Things(IoT) into Internet of Vulnerabilities (IoV) : IoT Botnets,
Abstract: Internet of Things (IoT) is the next big evolutionary step in the world of
internet. The main intention behind the IoT is to enable safer living and risk
mitigation on different levels of life. With the advent of IoT ... | [
1,
0,
0,
0,
0,
0
] | [
"Computer Science"
] |
Title: Cwikel estimates revisited,
Abstract: In this paper, we propose a new approach to Cwikel estimates both for the
Euclidean space and for the noncommutative Euclidean space. | [
0,
0,
1,
0,
0,
0
] | [
"Mathematics"
] |
Title: Smooth Pinball Neural Network for Probabilistic Forecasting of Wind Power,
Abstract: Uncertainty analysis in the form of probabilistic forecasting can
significantly improve decision making processes in the smart power grid for
better integrating renewable energy sources such as wind. Whereas point
forecasting pr... | [
0,
0,
0,
1,
0,
0
] | [
"Computer Science",
"Statistics"
] |
Title: Zero-temperature magnetic response of small fullerene molecules at the classical and full quantum limit,
Abstract: The ground-state magnetic response of fullerene molecules with up to 36
vertices is calculated, when spins classical or with magnitude $s=\frac{1}{2}$
are located on their vertices and interact acco... | [
0,
1,
0,
0,
0,
0
] | [
"Physics"
] |
Title: Stochastic Chemical Reaction Networks for Robustly Approximating Arbitrary Probability Distributions,
Abstract: We show that discrete distributions on the $d$-dimensional non-negative
integer lattice can be approximated arbitrarily well via the marginals of
stationary distributions for various classes of stochas... | [
0,
0,
0,
0,
1,
0
] | [
"Mathematics",
"Statistics",
"Quantitative Biology"
] |
Title: A unifying framework for the modelling and analysis of STR DNA samples arising in forensic casework,
Abstract: This paper presents a new framework for analysing forensic DNA samples using
probabilistic genotyping. Specifically it presents a mathematical framework for
specifying and combining the steps in produci... | [
0,
0,
0,
1,
1,
0
] | [
"Mathematics",
"Statistics",
"Quantitative Biology"
] |
Title: On a Distributed Approach for Density-based Clustering,
Abstract: Efficient extraction of useful knowledge from these data is still a
challenge, mainly when the data is distributed, heterogeneous and of different
quality depending on its corresponding local infrastructure. To reduce the
overhead cost, most of th... | [
1,
0,
0,
0,
0,
0
] | [
"Computer Science",
"Statistics"
] |
Title: Accretion of Planetary Material onto Host Stars,
Abstract: Accretion of planetary material onto host stars may occur throughout a star's
life. Especially prone to accretion, extrasolar planets in short-period orbits,
while relatively rare, constitute a significant fraction of the known
population, and these plan... | [
0,
1,
0,
0,
0,
0
] | [
"Physics"
] |
Title: Quantifying Interpretability and Trust in Machine Learning Systems,
Abstract: Decisions by Machine Learning (ML) models have become ubiquitous. Trusting
these decisions requires understanding how algorithms take them. Hence
interpretability methods for ML are an active focus of research. A central
problem in thi... | [
1,
0,
0,
1,
0,
0
] | [
"Computer Science",
"Statistics"
] |
Title: Constraining accretion signatures of exoplanets in the TW Hya transitional disk,
Abstract: We present a near-infrared direct imaging search for accretion signatures of
possible protoplanets around the young stellar object (YSO) TW Hya, a
multi-ring disk exhibiting evidence of planet formation. The Pa$\beta$ line... | [
0,
1,
0,
0,
0,
0
] | [
"Physics"
] |
Title: Obstructions to planarity of contact 3-manifolds,
Abstract: We prove that if a contact 3-manifold admits an open book decomposition of
genus 0, a certain intersection pattern cannot appear in the homology of any of
its symplectic fillings, and morever, fillings cannot contain certain
symplectic surfaces. Applyin... | [
0,
0,
1,
0,
0,
0
] | [
"Mathematics"
] |
Title: Hyperfine state entanglement of spinor BEC and scattering atom,
Abstract: Condensate of spin-1 atoms frozen in a unique spatial mode may possess large
internal degrees of freedom. The scattering amplitudes of polarized cold atoms
scattered by the condensate are obtained with the method of fractional
parentage co... | [
0,
1,
0,
0,
0,
0
] | [
"Physics",
"Quantitative Biology"
] |
Title: Making Neural Programming Architectures Generalize via Recursion,
Abstract: Empirically, neural networks that attempt to learn programs from data have
exhibited poor generalizability. Moreover, it has traditionally been difficult
to reason about the behavior of these models beyond a certain level of input
comple... | [
1,
0,
0,
0,
0,
0
] | [
"Computer Science",
"Mathematics"
] |
Title: Bagged Empirical Null p-values: A Method to Account for Model Uncertainty in Large Scale Inference,
Abstract: When conducting large scale inference, such as genome-wide association
studies or image analysis, nominal $p$-values are often adjusted to improve
control over the family-wise error rate (FWER). When the... | [
0,
0,
0,
1,
0,
0
] | [
"Statistics",
"Quantitative Biology"
] |
Title: An independent axiomatisation for free short-circuit logic,
Abstract: Short-circuit evaluation denotes the semantics of propositional connectives
in which the second argument is evaluated only if the first argument does not
suffice to determine the value of the expression. Free short-circuit logic is
the equatio... | [
1,
0,
1,
0,
0,
0
] | [
"Computer Science",
"Mathematics"
] |
Title: Learning Effective Changes for Software Projects,
Abstract: The primary motivation of much of software analytics is decision making. How
to make these decisions? Should one make decisions based on lessons that arise
from within a particular project? Or should one generate these decisions from
across multiple pro... | [
1,
0,
0,
0,
0,
0
] | [
"Computer Science"
] |
Title: Search for Exoplanets around Northern Circumpolar Stars- II. The Detection of Radial Velocity Variations in M Giant Stars HD 36384, HD 52030, and HD 208742,
Abstract: We present the detection of long-period RV variations in HD 36384, HD 52030,
and HD 208742 by using the high-resolution, fiber-fed Bohyunsan Obser... | [
0,
1,
0,
0,
0,
0
] | [
"Physics"
] |
Title: Term Models of Horn Clauses over Rational Pavelka Predicate Logic,
Abstract: This paper is a contribution to the study of the universal Horn fragment of
predicate fuzzy logics, focusing on the proof of the existence of free models
of theories of Horn clauses over Rational Pavelka predicate logic. We define
the n... | [
0,
0,
1,
0,
0,
0
] | [
"Computer Science",
"Mathematics"
] |
Title: Coverage Centrality Maximization in Undirected Networks,
Abstract: Centrality metrics are among the main tools in social network analysis. Being
central for a user of a network leads to several benefits to the user: central
users are highly influential and play key roles within the network. Therefore,
the optimi... | [
1,
0,
0,
0,
0,
0
] | [
"Computer Science",
"Mathematics"
] |
Title: Neural State Classification for Hybrid Systems,
Abstract: We introduce the State Classification Problem (SCP) for hybrid systems, and
present Neural State Classification (NSC) as an efficient solution technique.
SCP generalizes the model checking problem as it entails classifying each state
$s$ of a hybrid autom... | [
0,
0,
0,
1,
0,
0
] | [
"Computer Science",
"Mathematics",
"Statistics"
] |
Title: Optimization of Tree Ensembles,
Abstract: Tree ensemble models such as random forests and boosted trees are among the
most widely used and practically successful predictive models in applied
machine learning and business analytics. Although such models have been used to
make predictions based on exogenous, uncon... | [
1,
0,
1,
1,
0,
0
] | [
"Computer Science",
"Mathematics",
"Statistics"
] |
Title: Equations of state for real gases on the nuclear scale,
Abstract: The formalism to augment the classical models of equation of state for real
gases with the quantum statistical effects is presented. It allows an arbitrary
excluded volume procedure to model repulsive interactions, and an arbitrary
density-depende... | [
0,
1,
0,
0,
0,
0
] | [
"Physics"
] |
Title: 3D Simulation of Electron and Ion Transmission of GEM-based Detectors,
Abstract: Time Projection Chamber (TPC) has been chosen as the main tracking system in
several high-flux and high repetition rate experiments. These include on-going
experiments such as ALICE and future experiments such as PANDA at FAIR and I... | [
0,
1,
0,
0,
0,
0
] | [
"Physics",
"Computer Science"
] |
Title: Witt and Cohomological Invariants of Witt Classes,
Abstract: We classify all invariants of the functor $I^n$ (powers of the fundamental
ideal of the Witt ring) with values in $A$, that it to say functions
$I^n(K)\rightarrow A(K)$ compatible with field extensions, in the cases where
$A(K)=W(K)$ is the Witt ring a... | [
0,
0,
1,
0,
0,
0
] | [
"Mathematics"
] |
Title: Diagonal Rescaling For Neural Networks,
Abstract: We define a second-order neural network stochastic gradient training
algorithm whose block-diagonal structure effectively amounts to normalizing the
unit activations. Investigating why this algorithm lacks in robustness then
reveals two interesting insights. The ... | [
1,
0,
0,
1,
0,
0
] | [
"Computer Science",
"Statistics"
] |
Title: W-algebras associated to surfaces,
Abstract: We define an integral form of the deformed W-algebra of type gl_r, and
construct its action on the K-theory groups of moduli spaces of rank r stable
sheaves on a smooth projective surface S, under certain assumptions. Our
construction generalizes the action studied by... | [
0,
0,
1,
0,
0,
0
] | [
"Mathematics",
"Physics"
] |
Title: Klein-Gordonization: mapping superintegrable quantum mechanics to resonant spacetimes,
Abstract: We describe a procedure naturally associating relativistic Klein-Gordon
equations in static curved spacetimes to non-relativistic quantum motion on
curved spaces in the presence of a potential. Our procedure is parti... | [
0,
1,
1,
0,
0,
0
] | [
"Physics",
"Mathematics"
] |
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