text stringlengths 57 2.88k | labels listlengths 6 6 |
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Title: Refining Source Representations with Relation Networks for Neural Machine Translation,
Abstract: Although neural machine translation (NMT) with the encoder-decoder framework
has achieved great success in recent times, it still suffers from some
drawbacks: RNNs tend to forget old information which is often useful... | [
1,
0,
0,
0,
0,
0
] |
Title: On the Statistical Efficiency of Optimal Kernel Sum Classifiers,
Abstract: We propose a novel combination of optimization tools with learning theory
bounds in order to analyze the sample complexity of optimal kernel sum
classifiers. This contrasts the typical learning theoretic results which hold
for all (potent... | [
1,
0,
0,
1,
0,
0
] |
Title: Henkin constructions of models with size continuum,
Abstract: We survey the technique of constructing customized models of size continuum
in omega steps and illustrate the method by giving new proofs of mostly old
results within this rubric. One new theorem, which is joint with Saharon
Shelah, is that a pseudomi... | [
0,
0,
1,
0,
0,
0
] |
Title: Semi-supervised and Active-learning Scenarios: Efficient Acoustic Model Refinement for a Low Resource Indian Language,
Abstract: We address the problem of efficient acoustic-model refinement (continuous
retraining) using semi-supervised and active learning for a low resource Indian
language, wherein the low reso... | [
1,
0,
0,
0,
0,
0
] |
Title: Energy spectrum of cascade showers generated by cosmic ray muons in water,
Abstract: The spatial distribution of Cherenkov radiation from cascade showers
generated by muons in water has been measured with Cherenkov water calorimeter
(CWC) NEVOD. This result allowed to improve the techniques of treating cascade
s... | [
0,
1,
0,
0,
0,
0
] |
Title: The limit point of the pentagram map,
Abstract: The pentagram map is a discrete dynamical system defined on the space of
polygons in the plane. In the first paper on the subject, R. Schwartz proved
that the pentagram map produces from each convex polygon a sequence of
successively smaller polygons that converges... | [
0,
0,
1,
0,
0,
0
] |
Title: Transfer Learning for Neural Semantic Parsing,
Abstract: The goal of semantic parsing is to map natural language to a machine
interpretable meaning representation language (MRL). One of the constraints
that limits full exploration of deep learning technologies for semantic parsing
is the lack of sufficient annot... | [
1,
0,
0,
0,
0,
0
] |
Title: Definable Valuations induced by multiplicative subgroups and NIP Fields,
Abstract: We study the algebraic implications of the non-independence property (NIP)
and variants thereof (dp-minimality) on infinite fields, motivated by the
conjecture that all such fields which are neither real closed nor separably
close... | [
0,
0,
1,
0,
0,
0
] |
Title: Bridging the Gap Between Layout Pattern Sampling and Hotspot Detection via Batch Active Learning,
Abstract: Layout hotpot detection is one of the main steps in modern VLSI design. A
typical hotspot detection flow is extremely time consuming due to the
computationally expensive mask optimization and lithographic ... | [
0,
0,
0,
1,
0,
0
] |
Title: On the Power Spectral Density Applied to the Analysis of Old Canvases,
Abstract: A routine task for art historians is painting diagnostics, such as dating or
attribution. Signal processing of the X-ray image of a canvas provides useful
information about its fabric. However, previous methods may fail when very ol... | [
1,
0,
1,
0,
0,
0
] |
Title: Eco-evolutionary feedbacks - theoretical models and perspectives,
Abstract: 1. Theoretical models pertaining to feedbacks between ecological and
evolutionary processes are prevalent in multiple biological fields. An
integrative overview is currently lacking, due to little crosstalk between the
fields and the use... | [
0,
0,
0,
0,
1,
0
] |
Title: Unusual behavior of cuprates explained by heterogeneous charge localization,
Abstract: The cuprate high-temperature superconductors are among the most intensively
studied materials, yet essential questions regarding their principal phases and
the transitions between them remain unanswered. Generally thought of a... | [
0,
1,
0,
0,
0,
0
] |
Title: Explicit construction of RIP matrices is Ramsey-hard,
Abstract: Matrices $\Phi\in\R^{n\times p}$ satisfying the Restricted Isometry Property
(RIP) are an important ingredient of the compressive sensing methods. While it
is known that random matrices satisfy the RIP with high probability even for
$n=\log^{O(1)}p$... | [
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0,
0,
1,
0,
0
] |
Title: Rocket Launching: A Universal and Efficient Framework for Training Well-performing Light Net,
Abstract: Models applied on real time response task, like click-through rate (CTR)
prediction model, require high accuracy and rigorous response time. Therefore,
top-performing deep models of high depth and complexity a... | [
1,
0,
0,
1,
0,
0
] |
Title: Complete Classification of Generalized Santha-Vazirani Sources,
Abstract: Let $\mathcal{F}$ be a finite alphabet and $\mathcal{D}$ be a finite set of
distributions over $\mathcal{F}$. A Generalized Santha-Vazirani (GSV) source of
type $(\mathcal{F}, \mathcal{D})$, introduced by Beigi, Etesami and Gohari
(ICALP 2... | [
1,
0,
0,
0,
0,
0
] |
Title: Hermann Hankel's "On the general theory of motion of fluids", an essay including an English translation of the complete Preisschrift from 1861,
Abstract: The present is a companion paper to "A contemporary look at Hermann Hankel's
1861 pioneering work on Lagrangian fluid dynamics" by Frisch, Grimberg and
Villone... | [
0,
1,
1,
0,
0,
0
] |
Title: The limit of the Hermitian-Yang-Mills flow on reflexive sheaves,
Abstract: In this paper, we study the asymptotic behavior of the Hermitian-Yang-Mills
flow on a reflexive sheaf. We prove that the limiting reflexive sheaf is
isomorphic to the double dual of the graded sheaf associated to the
Harder-Narasimhan-Ses... | [
0,
0,
1,
0,
0,
0
] |
Title: Application of backpropagation neural networks to both stages of fingerprinting based WIPS,
Abstract: We propose a scheme to employ backpropagation neural networks (BPNNs) for
both stages of fingerprinting-based indoor positioning using WLAN/WiFi signal
strengths (FWIPS): radio map construction during the offlin... | [
1,
0,
0,
1,
0,
0
] |
Title: Bayesian Bootstraps for Massive Data,
Abstract: Recently, two scalable adaptations of the bootstrap have been proposed: the
bag of little bootstraps (BLB; Kleiner et al., 2014) and the subsampled double
bootstrap (SDB; Sengupta et al., 2016). In this paper, we introduce Bayesian
bootstrap analogues to the BLB an... | [
0,
0,
0,
1,
0,
0
] |
Title: Show, Adapt and Tell: Adversarial Training of Cross-domain Image Captioner,
Abstract: Impressive image captioning results are achieved in domains with plenty of
training image and sentence pairs (e.g., MSCOCO). However, transferring to a
target domain with significant domain shifts but no paired training data
(r... | [
1,
0,
0,
0,
0,
0
] |
Title: Contego: An Adaptive Framework for Integrating Security Tasks in Real-Time Systems,
Abstract: Embedded real-time systems (RTS) are pervasive. Many modern RTS are exposed
to unknown security flaws, and threats to RTS are growing in both number and
sophistication. However, until recently, cyber-security considerat... | [
1,
0,
0,
0,
0,
0
] |
Title: Interface currents and magnetization in singlet-triplet superconducting heterostructures: Role of chiral and helical domains,
Abstract: Chiral and helical domain walls are generic defects of topological
spin-triplet superconductors. We study theoretically the magnetic and transport
properties of superconducting ... | [
0,
1,
0,
0,
0,
0
] |
Title: (non)-automaticity of completely multiplicative sequences having negligible many non-trivial prime factors,
Abstract: In this article we consider the completely multiplicative sequences $(a_n)_{n
\in \mathbf{N}}$ defined on a field $\mathbf{K}$ and satisfying $$\sum_{p| p
\leq n, a_p \neq 1, p \in \mathbf{P}}\fr... | [
0,
0,
1,
0,
0,
0
] |
Title: Timing Aware Dummy Metal Fill Methodology,
Abstract: In this paper, we analyzed parasitic coupling capacitance coming from dummy
metal fill and its impact on timing. Based on the modeling, we proposed two
approaches to minimize the timing impact from dummy metal fill. The first
approach applies more spacing betw... | [
1,
0,
0,
0,
0,
0
] |
Title: Some results on the existence of t-all-or-nothing transforms over arbitrary alphabets,
Abstract: A $(t, s, v)$-all-or-nothing transform is a bijective mapping defined on
$s$-tuples over an alphabet of size $v$, which satisfies the condition that the
values of any $t$ input co-ordinates are completely undetermine... | [
1,
0,
1,
0,
0,
0
] |
Title: Exhaustive Exploration of the Failure-oblivious Computing Search Space,
Abstract: High-availability of software systems requires automated handling of crashes
in presence of errors. Failure-oblivious computing is one technique that aims
to achieve high availability. We note that failure-obliviousness has not bee... | [
1,
0,
0,
0,
0,
0
] |
Title: Theoretical Accuracy in Cosmological Growth Estimation,
Abstract: We elucidate the importance of the consistent treatment of gravity-model
specific non-linearities when estimating the growth of cosmological structures
from redshift space distortions (RSD). Within the context of standard
perturbation theory (SPT)... | [
0,
1,
0,
0,
0,
0
] |
Title: Model-Robust Counterfactual Prediction Method,
Abstract: We develop a novel method for counterfactual analysis based on observational
data using prediction intervals for units under different exposures. Unlike
methods that target heterogeneous or conditional average treatment effects of
an exposure, the proposed... | [
0,
0,
1,
1,
0,
0
] |
Title: Learning with Average Top-k Loss,
Abstract: In this work, we introduce the {\em average top-$k$} (\atk) loss as a new
aggregate loss for supervised learning, which is the average over the $k$
largest individual losses over a training dataset. We show that the \atk loss
is a natural generalization of the two wide... | [
1,
0,
0,
1,
0,
0
] |
Title: Variable selection for clustering with Gaussian mixture models: state of the art,
Abstract: The mixture models have become widely used in clustering, given its
probabilistic framework in which its based, however, for modern databases that
are characterized by their large size, these models behave disappointingly... | [
1,
0,
0,
1,
0,
0
] |
Title: On the essential self-adjointness of singular sub-Laplacians,
Abstract: We prove a general essential self-adjointness criterion for sub-Laplacians on
complete sub-Riemannian manifolds, defined with respect to singular measures.
As a consequence, we show that the intrinsic sub-Laplacian (i.e. defined w.r.t.
Popp'... | [
0,
0,
1,
0,
0,
0
] |
Title: Tension and chemical efficiency of Myosin-II motors,
Abstract: Recent experiments demonstrate that molecular motors from the Myosin II
family serve as cross-links inducing active tension in the cytoskeletal
network. Here we revise the Brownian ratchet model, previously studied in the
context of active transport ... | [
0,
1,
0,
0,
0,
0
] |
Title: Token-based Function Computation with Memory,
Abstract: In distributed function computation, each node has an initial value and the
goal is to compute a function of these values in a distributed manner. In this
paper, we propose a novel token-based approach to compute a wide class of
target functions to which we... | [
1,
0,
0,
1,
0,
0
] |
Title: Simple property of heterogeneous aspiration dynamics: Beyond weak selection,
Abstract: How individuals adapt their behavior in cultural evolution remains elusive.
Theoretical studies have shown that the update rules chosen to model individual
decision making can dramatically modify the evolutionary outcome of th... | [
0,
0,
0,
0,
1,
0
] |
Title: High quality factor manganese-doped aluminum lumped-element kinetic inductance detectors sensitive to frequencies below 100 GHz,
Abstract: Aluminum lumped-element kinetic inductance detectors (LEKIDs) sensitive to
millimeter-wave photons have been shown to exhibit high quality factors, making
them highly sensiti... | [
0,
1,
0,
0,
0,
0
] |
Title: Dark Energy Cosmological Models with General forms of Scale Factor,
Abstract: In this paper, we have constructed dark energy models in an anisotropic
Bianchi-V space-time and studied the role of anisotropy in the evolution of
dark energy. We have considered anisotropic dark energy fluid with different
pressure g... | [
0,
1,
0,
0,
0,
0
] |
Title: Quantum Klein Space and Superspace,
Abstract: We give an algebraic quantization, in the sense of quantum groups, of the
complex Minkowski space, and we examine the real forms corresponding to the
signatures $(3,1)$, $(2,2)$, $(4,0)$, constructing the corresponding quantum
metrics and providing an explicit presen... | [
0,
0,
1,
0,
0,
0
] |
Title: Bayesian Lasso Posterior Sampling via Parallelized Measure Transport,
Abstract: It is well known that the Lasso can be interpreted as a Bayesian posterior
mode estimate with a Laplacian prior. Obtaining samples from the full posterior
distribution, the Bayesian Lasso, confers major advantages in performance as
c... | [
0,
0,
0,
1,
0,
0
] |
Title: Endogeneous Dynamics of Intraday Liquidity,
Abstract: In this paper we investigate the endogenous information contained in four
liquidity variables at a five minutes time scale on equity markets around the
world: the traded volume, the bid-ask spread, the volatility and the volume at
first limits of the orderboo... | [
0,
0,
0,
0,
0,
1
] |
Title: An analysis of the SPARSEVA estimate for the finite sample data case,
Abstract: In this paper, we develop an upper bound for the SPARSEVA (SPARSe Estimation
based on a VAlidation criterion) estimation error in a general scheme, i.e.,
when the cost function is strongly convex and the regularized norm is
decomposa... | [
0,
0,
1,
1,
0,
0
] |
Title: Rigorous estimates for the relegation algorithm,
Abstract: We revisit the relegation algorithm by Deprit et al. (Celest. Mech. Dyn.
Astron. 79:157-182, 2001) in the light of the rigorous Nekhoroshev's like
theory. This relatively recent algorithm is nowadays widely used for
implementing closed form analytic pert... | [
0,
1,
0,
0,
0,
0
] |
Title: Linear Pentapods with a Simple Singularity Variety,
Abstract: There exists a bijection between the configuration space of a linear pentapod
and all points $(u,v,w,p_x,p_y,p_z)\in\mathbb{R}^{6}$ located on the singular
quadric $\Gamma: u^2+v^2+w^2=1$, where $(u,v,w)$ determines the orientation of
the linear platf... | [
1,
0,
0,
0,
0,
0
] |
Title: Neural Networks as Interacting Particle Systems: Asymptotic Convexity of the Loss Landscape and Universal Scaling of the Approximation Error,
Abstract: Neural networks, a central tool in machine learning, have demonstrated
remarkable, high fidelity performance on image recognition and classification
tasks. These... | [
0,
0,
0,
1,
0,
0
] |
Title: Images of Ideals under Derivations and $\mathcal E$-Derivations of Univariate Polynomial Algebras over a Field of Characteristic Zero,
Abstract: Let $K$ be a field of characteristic zero and $x$ a free variable. A
$K$-$\mathcal E$-derivation of $K[x]$ is a $K$-linear map of the form
$\operatorname{I}-\phi$ for s... | [
0,
0,
1,
0,
0,
0
] |
Title: Cloud-based Deep Learning of Big EEG Data for Epileptic Seizure Prediction,
Abstract: Developing a Brain-Computer Interface~(BCI) for seizure prediction can help
epileptic patients have a better quality of life. However, there are many
difficulties and challenges in developing such a system as a real-life suppor... | [
1,
0,
0,
1,
0,
0
] |
Title: Anharmonicity and the isotope effect in superconducting lithium at high pressures: a first-principles approach,
Abstract: Recent experiments [Schaeffer 2015] have shown that lithium presents an
extremely anomalous isotope effect in the 15-25 GPa pressure range. In this
article we have calculated the anharmonic p... | [
0,
1,
0,
0,
0,
0
] |
Title: Deep Bayesian Active Learning with Image Data,
Abstract: Even though active learning forms an important pillar of machine learning,
deep learning tools are not prevalent within it. Deep learning poses several
difficulties when used in an active learning setting. First, active learning
(AL) methods generally rely... | [
1,
0,
0,
1,
0,
0
] |
Title: Robust Optical Flow Estimation in Rainy Scenes,
Abstract: Optical flow estimation in the rainy scenes is challenging due to background
degradation introduced by rain streaks and rain accumulation effects in the
scene. Rain accumulation effect refers to poor visibility of remote objects due
to the intense rainfal... | [
1,
0,
0,
0,
0,
0
] |
Title: Thermophysical Phenomena in Metal Additive Manufacturing by Selective Laser Melting: Fundamentals, Modeling, Simulation and Experimentation,
Abstract: Among the many additive manufacturing (AM) processes for metallic materials,
selective laser melting (SLM) is arguably the most versatile in terms of its
potentia... | [
1,
1,
0,
0,
0,
0
] |
Title: Numerical Methods for Pulmonary Image Registration,
Abstract: Due to complexity and invisibility of human organs, diagnosticians need to
analyze medical images to determine where the lesion region is, and which kind
of disease is, in order to make precise diagnoses. For satisfying clinical
purposes through analy... | [
0,
1,
0,
0,
0,
0
] |
Title: Topology Adaptive Graph Convolutional Networks,
Abstract: Spectral graph convolutional neural networks (CNNs) require approximation to
the convolution to alleviate the computational complexity, resulting in
performance loss. This paper proposes the topology adaptive graph convolutional
network (TAGCN), a novel g... | [
1,
0,
0,
1,
0,
0
] |
Title: Far-from-equilibrium transport of excited carriers in nanostructures,
Abstract: Transport of charged carriers in regimes of strong non-equilibrium is
critical in a wide array of applications ranging from solar energy conversion
and semiconductor devices to quantum information. Plasmonic hot-carrier science
bring... | [
0,
1,
0,
0,
0,
0
] |
Title: On annihilators of bounded $(\frak g, \frak k)$-modules,
Abstract: Let $\frak g$ be a semisimple Lie algebra and $\frak k\subset\frak g$ be a
reductive subalgebra. We say that a $\frak g$-module $M$ is a bounded $(\frak
g, \frak k)$-module if $M$ is a direct sum of simple finite-dimensional $\frak
k$-modules and... | [
0,
0,
1,
0,
0,
0
] |
Title: Discrete Time-Crystalline Order in Cavity and Circuit QED Systems,
Abstract: Discrete time crystals are a recently proposed and experimentally observed
out-of-equilibrium dynamical phase of Floquet systems, where the stroboscopic
evolution of a local observable repeats itself at an integer multiple of the
drivin... | [
0,
1,
0,
0,
0,
0
] |
Title: Relaxation of p-growth integral functionals under space-dependent differential constraints,
Abstract: A representation formula for the relaxation of integral energies
$$(u,v)\mapsto\int_{\Omega} f(x,u(x),v(x))\,dx,$$ is obtained, where $f$
satisfies $p$-growth assumptions, $1<p<+\infty$, and the fields $v$ are
s... | [
0,
0,
1,
0,
0,
0
] |
Title: Magma oceans and enhanced volcanism on TRAPPIST-1 planets due to induction heating,
Abstract: Low-mass M stars are plentiful in the Universe and often host small, rocky
planets detectable with the current instrumentation. Recently, seven small
planets have been discovered orbiting the ultracool dwarf
TRAPPIST-1\... | [
0,
1,
0,
0,
0,
0
] |
Title: Buildup of Speaking Skills in an Online Learning Community: A Network-Analytic Exploration,
Abstract: In this study, we explore peer-interaction effects in online networks on
speaking skill development. In particular, we present an evidence for gradual
buildup of skills in a small-group setting that has not been... | [
1,
0,
0,
0,
0,
0
] |
Title: A Note on Kaldi's PLDA Implementation,
Abstract: Some explanations to Kaldi's PLDA implementation to make formula derivation
easier to catch. | [
0,
0,
0,
1,
0,
0
] |
Title: Magnetic field--induced modification of selection rules for Rb D$_2$ line monitored by selective reflection from a vapor nanocell,
Abstract: Magnetic field-induced giant modification of the probabilities of five
transitions of $5S_{1/2}, F_g=2 \rightarrow 5P_{3/2}, F_e=4$ of $^{85}$Rb and
three transitions of $5... | [
0,
1,
0,
0,
0,
0
] |
Title: Twists of quantum Borel algebras,
Abstract: We classify Drinfeld twists for the quantum Borel subalgebra u_q(b) in the
Frobenius-Lusztig kernel u_q(g), where g is a simple Lie algebra over C and q
an odd root of unity. More specifically, we show that alternating forms on the
character group of the group of group... | [
0,
0,
1,
0,
0,
0
] |
Title: Uniqueness of the von Neumann continuous factor,
Abstract: For a division ring $D$, denote by $\mathcal M_D$ the $D$-ring obtained as
the completion of the direct limit $\varinjlim_n M_{2^n}(D)$ with respect to
the metric induced by its unique rank function. We prove that, for any
ultramatricial $D$-ring $\mathc... | [
0,
0,
1,
0,
0,
0
] |
Title: A hybrid finite volume -- finite element method for bulk--surface coupled problems,
Abstract: The paper develops a hybrid method for solving a system of
advection--diffusion equations in a bulk domain coupled to advection--diffusion
equations on an embedded surface. A monotone nonlinear finite volume method for
... | [
0,
1,
1,
0,
0,
0
] |
Title: From Quenched Disorder to Continuous Time Random Walk,
Abstract: This work focuses on quantitative representation of transport in systems with
quenched disorder. Explicit mapping of the quenched trap model to continuous
time random walk is presented. Linear temporal transformation: $t\to
t/\Lambda^{1/\alpha}$ fo... | [
0,
1,
0,
0,
0,
0
] |
Title: Network Flows that Solve Least Squares for Linear Equations,
Abstract: This paper presents a first-order {distributed continuous-time algorithm} for
computing the least-squares solution to a linear equation over networks. Given
the uniqueness of the solution, with nonintegrable and diminishing step size,
converg... | [
1,
0,
0,
0,
0,
0
] |
Title: Bipartite Envy-Free Matching,
Abstract: Bipartite Envy-Free Matching (BEFM) is a relaxation of perfect matching. In a
bipartite graph with parts X and Y, a BEFM is a matching of some vertices in X
to some vertices in Y, such that each unmatched vertex in X is not adjacent to
any matched vertex in Y (so the unmat... | [
1,
0,
0,
0,
0,
0
] |
Title: Hierarchical star formation across the grand design spiral NGC1566,
Abstract: We investigate how star formation is spatially organized in the grand-design
spiral NGC 1566 from deep HST photometry with the Legacy ExtraGalactic UV
Survey (LEGUS). Our contour-based clustering analysis reveals 890 distinct
stellar c... | [
0,
1,
0,
0,
0,
0
] |
Title: Certifying coloring algorithms for graphs without long induced paths,
Abstract: Let $P_k$ be a path, $C_k$ a cycle on $k$ vertices, and $K_{k,k}$ a complete
bipartite graph with $k$ vertices on each side of the bipartition. We prove
that (1) for any integers $k, t>0$ and a graph $H$ there are finitely many
subgr... | [
1,
0,
0,
0,
0,
0
] |
Title: Efficient Estimation for Dimension Reduction with Censored Data,
Abstract: We propose a general index model for survival data, which generalizes many
commonly used semiparametric survival models and belongs to the framework of
dimension reduction. Using a combination of geometric approach in
semiparametrics and ... | [
0,
0,
1,
1,
0,
0
] |
Title: Subdifferential characterization of probability functions under Gaussian distribution,
Abstract: Probability functions figure prominently in optimization problems of
engineering. They may be nonsmooth even if all input data are smooth.This fact
motivates the consideration of subdifferentials for such typically j... | [
0,
0,
1,
0,
0,
0
] |
Title: EPTL - A temporal logic for weakly consistent systems,
Abstract: The high availability and scalability of weakly-consistent systems attracts
system designers. Yet, writing correct application code for this type of
systems is difficult; even how to specify the intended behavior of such systems
is still an open qu... | [
1,
0,
0,
0,
0,
0
] |
Title: Absence of chaos in Digital Memcomputing Machines with solutions,
Abstract: Digital memcomputing machines (DMMs) are non-linear dynamical systems
designed so that their equilibrium points are solutions of the Boolean problem
they solve. In a previous work [Chaos 27, 023107 (2017)] it was argued that
when DMMs su... | [
1,
1,
0,
0,
0,
0
] |
Title: Fine-resolution analysis of exoplanetary distributions by wavelets: hints of an overshooting iceline accumulation,
Abstract: We investigate 1D exoplanetary distributions using a novel analysis algorithm
based on the continuous wavelet transform. The analysis pipeline includes an
estimation of the wavelet transfo... | [
0,
1,
0,
0,
0,
0
] |
Title: Meta-Learning MCMC Proposals,
Abstract: Effective implementations of sampling-based probabilistic inference often
require manually constructed, model-specific proposals. Inspired by recent
progresses in meta-learning for training learning agents that can generalize to
unseen environments, we propose a meta-learn... | [
1,
0,
0,
1,
0,
0
] |
Title: Putting Self-Supervised Token Embedding on the Tables,
Abstract: Information distribution by electronic messages is a privileged means of
transmission for many businesses and individuals, often under the form of
plain-text tables. As their number grows, it becomes necessary to use an
algorithm to extract text an... | [
1,
0,
0,
0,
0,
0
] |
Title: Getting the public involved in Quantum Error Correction,
Abstract: The Decodoku project seeks to let users get hands-on with cutting-edge
quantum research through a set of simple puzzle games. The design of these
games is explicitly based on the problem of decoding qudit variants of surface
codes. This problem i... | [
0,
1,
0,
0,
0,
0
] |
Title: Second-grade fluids in curved pipes,
Abstract: This paper is concerned with the application of finite element methods to
obtain solutions for steady fully developed second-grade flows in a curved pipe
of circular cross-section and arbitrary curvature ratio, under a given axial
pressure gradient. The qualitative ... | [
0,
1,
1,
0,
0,
0
] |
Title: Designing nearly tight window for improving time-frequency masking,
Abstract: Many audio signal processing methods are formulated in the time-frequency
(T-F) domain which is obtained by the short-time Fourier transform (STFT). The
property of STFT is fully characterized by window function, and thus designing
a b... | [
1,
0,
0,
0,
0,
0
] |
Title: Asymptotic Properties of Recursive Maximum Likelihood Estimation in Non-Linear State-Space Models,
Abstract: Using stochastic gradient search and the optimal filter derivative, it is
possible to perform recursive (i.e., online) maximum likelihood estimation in a
non-linear state-space model. As the optimal filte... | [
0,
0,
0,
1,
0,
0
] |
Title: Microservices in Practice: A Survey Study,
Abstract: Microservices architectures have become largely popular in the last years.
However, we still lack empirical evidence about the use of microservices and
the practices followed by practitioners. Thereupon, in this paper, we report
the results of a survey with 12... | [
1,
0,
0,
0,
0,
0
] |
Title: The relationship between $k$-forcing and $k$-power domination,
Abstract: Zero forcing and power domination are iterative processes on graphs where an
initial set of vertices are observed, and additional vertices become observed
based on some rules. In both cases, the goal is to eventually observe the
entire grap... | [
0,
0,
1,
0,
0,
0
] |
Title: Finding Root Causes of Floating Point Error with Herbgrind,
Abstract: Floating-point arithmetic plays a central role in science, engineering, and
finance by enabling developers to approximate real arithmetic. To address
numerical issues in large floating-point applications, developers must identify
root causes, ... | [
1,
0,
0,
0,
0,
0
] |
Title: Catalog of Candidates for Quasars at 3 < z < 5.5 Selected among X-Ray Sources from the 3XMM-DR4 Survey of the XMM-Newton Observatory,
Abstract: We have compiled a catalog of 903 candidates for type 1 quasars at redshifts
3<z<5.5 selected among the X-ray sources of the serendipitous XMM-Newton survey
presented in... | [
0,
1,
0,
0,
0,
0
] |
Title: The Theta Number of Simplicial Complexes,
Abstract: We introduce a generalization of the celebrated Lovász theta number of a
graph to simplicial complexes of arbitrary dimension. Our generalization takes
advantage of real simplicial cohomology theory, in particular combinatorial
Laplacians, and provides a semide... | [
1,
0,
1,
0,
0,
0
] |
Title: Prediction Scores as a Window into Classifier Behavior,
Abstract: Most multi-class classifiers make their prediction for a test sample by
scoring the classes and selecting the one with the highest score. Analyzing
these prediction scores is useful to understand the classifier behavior and to
assess its reliabili... | [
1,
0,
0,
1,
0,
0
] |
Title: Effective perturbation theory for linear operators,
Abstract: We propose a new approach to the spectral theory of perturbed linear
operators , in the case of a simple isolated eigenvalue. We obtain two kind of
results: "radius bounds" which ensure perturbation theory applies for
perturbations up to an explicit s... | [
0,
0,
1,
0,
0,
0
] |
Title: I-MMSE relations in random linear estimation and a sub-extensive interpolation method,
Abstract: Consider random linear estimation with Gaussian measurement matrices and
noise. One can compute infinitesimal variations of the mutual information under
infinitesimal variations of the signal-to-noise ratio or of the... | [
1,
1,
0,
0,
0,
0
] |
Title: Layered semi-convection and tides in giant planet interiors - I. Propagation of internal waves,
Abstract: Layered semi-convection is a possible candidate to explain Saturn's
luminosity excess and the abnormally large radius of some hot Jupiters. In
giant planet interiors, it could lead to the creation of density... | [
0,
1,
0,
0,
0,
0
] |
Title: Non-commutative Discretize-then-Optimize Algorithms for Elliptic PDE-Constrained Optimal Control Problems,
Abstract: In this paper, we analyze the convergence of several discretize-then-optimize
algorithms, based on either a second-order or a fourth-order finite difference
discretization, for solving elliptic PD... | [
0,
0,
1,
0,
0,
0
] |
Title: Translation matrix elements for spherical Gauss-Laguerre basis functions,
Abstract: Spherical Gauss-Laguerre (SGL) basis functions, i.e., normalized functions of
the type $L_{n-l-1}^{(l + 1/2)}(r^2) r^{l} Y_{lm}(\vartheta,\varphi)$, $|m|
\leq l < n \in \mathbb{N}$, constitute an orthonormal polynomial basis of t... | [
0,
0,
1,
0,
0,
0
] |
Title: Parallel Concatenation of Bayesian Filters: Turbo Filtering,
Abstract: In this manuscript a method for developing novel filtering algorithms through
the parallel concatenation of two Bayesian filters is illustrated. Our
description of this method, called turbo filtering, is based on a new graphical
model; this a... | [
0,
0,
0,
1,
0,
0
] |
Title: Shot noise in ultrathin superconducting wires,
Abstract: Quantum phase slips (QPS) may produce non-equilibrium voltage fluctuations in
current-biased superconducting nanowires. Making use of the Keldysh technique
and employing the phase-charge duality arguments we investigate such
fluctuations within the four-po... | [
0,
1,
0,
0,
0,
0
] |
Title: Urban Data Streams and Machine Learning: A Case of Swiss Real Estate Market,
Abstract: In this paper, we show how using publicly available data streams and machine
learning algorithms one can develop practical data driven services with no
input from domain experts as a form of prior knowledge. We report the init... | [
1,
0,
0,
1,
0,
0
] |
Title: Unsupervised Learning of Neural Networks to Explain Neural Networks (extended abstract),
Abstract: This paper presents an unsupervised method to learn a neural network, namely
an explainer, to interpret a pre-trained convolutional neural network (CNN),
i.e., the explainer uses interpretable visual concepts to ex... | [
1,
0,
0,
1,
0,
0
] |
Title: Measuring Cognitive Conflict in Virtual Reality with Feedback-Related Negativity,
Abstract: As virtual reality (VR) emerges as a mainstream platform, designers have
started to experiment new interaction techniques to enhance the user
experience. This is a challenging task because designers not only strive to
pro... | [
1,
0,
0,
0,
0,
0
] |
Title: Strong deformations of DNA: Effect on the persistence length,
Abstract: Extreme deformations of the DNA double helix attracted a lot of attention
during the past decades. Particularly, the determination of the persistence
length of DNA with extreme local disruptions, or kinks, has become a crucial
problem in the... | [
0,
0,
0,
0,
1,
0
] |
Title: Dust in the reionization era: ALMA observations of a $z$=8.38 Galaxy,
Abstract: We report on the detailed analysis of a gravitationally-lensed Y-band
dropout, A2744_YD4, selected from deep Hubble Space Telescope imaging in the
Frontier Field cluster Abell 2744. Band 7 observations with the Atacama Large
Millimet... | [
0,
1,
0,
0,
0,
0
] |
Title: It Takes (Only) Two: Adversarial Generator-Encoder Networks,
Abstract: We present a new autoencoder-type architecture that is trainable in an
unsupervised mode, sustains both generation and inference, and has the quality
of conditional and unconditional samples boosted by adversarial learning.
Unlike previous hy... | [
1,
0,
0,
1,
0,
0
] |
Title: The Montecinos-Balsara ADER-FV Polynomial Basis: Convergence Properties & Extension to Non-Conservative Multidimensional Systems,
Abstract: Hyperbolic systems of PDEs can be solved to arbitrary orders of accuracy by
using the ADER Finite Volume method. These PDE systems may be non-conservative
and non-homogeneou... | [
0,
1,
0,
0,
0,
0
] |
Title: Reducibility of the Quantum Harmonic Oscillator in $d$-dimensions with Polynomial Time Dependent Perturbation,
Abstract: We prove a reducibility result for a quantum harmonic oscillator in arbitrary
dimensions with arbitrary frequencies perturbed by a linear operator which is a
polynomial of degree two in $x_j$,... | [
0,
0,
1,
0,
0,
0
] |
Title: Model Order Selection Rules For Covariance Structure Classification,
Abstract: The adaptive classification of the interference covariance matrix structure
for radar signal processing applications is addressed in this paper. This
represents a key issue because many detection architectures are synthesized
assuming... | [
0,
0,
1,
1,
0,
0
] |
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