text
stringlengths
57
2.88k
labels
listlengths
6
6
Title: Rigidity of square-tiled interval exchange transformations, Abstract: We look at interval exchange transformations defined as first return maps on the set of diagonals of a flow of direction $\theta$ on a square-tiled surface: using a combinatorial approach, we show that, when the surface has at least one true s...
[ 0, 0, 1, 0, 0, 0 ]
Title: Global Marcinkiewicz estimates for nonlinear parabolic equations with nonsmooth coefficients, Abstract: Consider the parabolic equation with measure data \begin{equation*} \left\{ \begin{aligned} &u_t-{\rm div} \mathbf{a}(D u,x,t)=\mu&\text{in}& \quad \Omega_T, &u=0 \quad &\text{on}& \quad \partial_p\Omega_T, \e...
[ 0, 0, 1, 0, 0, 0 ]
Title: Can Who-Edits-What Predict Edit Survival?, Abstract: As the number of contributors to online peer-production systems grows, it becomes increasingly important to predict whether the edits that users make will eventually be beneficial to the project. Existing solutions either rely on a user reputation system or co...
[ 1, 0, 0, 1, 0, 0 ]
Title: Introduction to intelligent computing unit 1, Abstract: This brief note highlights some basic concepts required toward understanding the evolution of machine learning and deep learning models. The note starts with an overview of artificial intelligence and its relationship to biological neuron that ultimately le...
[ 1, 0, 0, 1, 0, 0 ]
Title: Spatial heterogeneities shape collective behavior of signaling amoeboid cells, Abstract: We present novel experimental results on pattern formation of signaling Dictyostelium discoideum amoeba in the presence of a periodic array of millimeter-sized pillars. We observe concentric cAMP waves that initiate almost s...
[ 0, 0, 0, 0, 1, 0 ]
Title: Yamabe Solitons on three-dimensional normal almost paracontact metric manifolds, Abstract: The purpose of the paper is to study Yamabe solitons on three-dimensional para-Sasakian, paracosymplectic and para-Kenmotsu manifolds. Mainly, we proved that *If the semi-Riemannian metric of a three-dimensional para-Sasak...
[ 0, 0, 1, 0, 0, 0 ]
Title: Clustering and Hitting Times of Threshold Exceedances and Applications, Abstract: We investigate exceedances of the process over a sufficiently high threshold. The exceedances determine the risk of hazardous events like climate catastrophes, huge insurance claims, the loss and delay in telecommunication networks...
[ 0, 0, 1, 1, 0, 0 ]
Title: Classification of Local Field Potentials using Gaussian Sequence Model, Abstract: A problem of classification of local field potentials (LFPs), recorded from the prefrontal cortex of a macaque monkey, is considered. An adult macaque monkey is trained to perform a memory-based saccade. The objective is to decode ...
[ 0, 0, 0, 1, 0, 0 ]
Title: A few explicit examples of complex dynamics of inertia groups on surfaces - a question of Professor Igor Dolgachev, Abstract: We give a few explicit examples which answer an open minded question of Professor Igor Dolgachev on complex dynamics of the inertia group of a smooth rational curve on a projective K3 sur...
[ 0, 0, 1, 0, 0, 0 ]
Title: Ancestral inference from haplotypes and mutations, Abstract: We consider inference about the history of a sample of DNA sequences, conditional upon the haplotype counts and the number of segregating sites observed at the present time. After deriving some theoretical results in the coalescent setting, we implemen...
[ 0, 0, 1, 1, 0, 0 ]
Title: Ellipsoid Method for Linear Programming made simple, Abstract: In this paper, ellipsoid method for linear programming is derived using only minimal knowledge of algebra and matrices. Unfortunately, most authors first describe the algorithm, then later prove its correctness, which requires a good knowledge of lin...
[ 1, 0, 0, 0, 0, 0 ]
Title: Collective strong coupling of cold atoms to an all-fiber ring cavity, Abstract: We experimentally demonstrate a ring geometry all-fiber cavity system for cavity quantum electrodynamics with an ensemble of cold atoms. The fiber cavity contains a nanofiber section which mediates atom-light interactions through an ...
[ 0, 1, 0, 0, 0, 0 ]
Title: Robust Model-Based Clustering of Voting Records, Abstract: We explore the possibility of discovering extreme voting patterns in the U.S. Congressional voting records by drawing ideas from the mixture of contaminated normal distributions. A mixture of latent trait models via contaminated normal distributions is p...
[ 0, 0, 0, 1, 0, 0 ]
Title: The Quest for Solvable Multistate Landau-Zener Models, Abstract: Recently, integrability conditions (ICs) in mutistate Landau-Zener (MLZ) theory were proposed [1]. They describe common properties of all known solved systems with linearly time-dependent Hamiltonians. Here we show that ICs enable efficient compute...
[ 0, 1, 1, 0, 0, 0 ]
Title: Bayesian Inference of the Multi-Period Optimal Portfolio for an Exponential Utility, Abstract: We consider the estimation of the multi-period optimal portfolio obtained by maximizing an exponential utility. Employing Jeffreys' non-informative prior and the conjugate informative prior, we derive stochastic repres...
[ 0, 0, 1, 1, 0, 0 ]
Title: Reconstructing the gravitational field of the local universe, Abstract: Tests of gravity at the galaxy scale are in their infancy. As a first step to systematically uncovering the gravitational significance of galaxies, we map three fundamental gravitational variables -- the Newtonian potential, acceleration and...
[ 0, 1, 0, 0, 0, 0 ]
Title: Hierarchical organization of H. Eugene Stanley scientific collaboration community in weighted network representation, Abstract: By mapping the most advanced elements of the contemporary social interactions, the world scientific collaboration network develops an extremely involved and heterogeneous organization. ...
[ 1, 1, 0, 0, 0, 0 ]
Title: Rational links and DT invariants of quivers, Abstract: We prove that the generating functions for the colored HOMFLY-PT polynomials of rational links are specializations of the generating functions of the motivic Donaldson-Thomas invariants of appropriate quivers that we naturally associate with these links. Thi...
[ 0, 0, 1, 0, 0, 0 ]
Title: G2-structures for N=1 supersymmetric AdS4 solutions of M-theory, Abstract: We study the N=1 supersymmetric solutions of D=11 supergravity obtained as a warped product of four-dimensional anti-de-Sitter space with a seven-dimensional Riemannian manifold M. Using the octonion bundle structure on M we reformulate t...
[ 0, 0, 1, 0, 0, 0 ]
Title: A Neural Stochastic Volatility Model, Abstract: In this paper, we show that the recent integration of statistical models with deep recurrent neural networks provides a new way of formulating volatility (the degree of variation of time series) models that have been widely used in time series analysis and predicti...
[ 1, 0, 0, 1, 0, 0 ]
Title: A Minimalist Approach to Type-Agnostic Detection of Quadrics in Point Clouds, Abstract: This paper proposes a segmentation-free, automatic and efficient procedure to detect general geometric quadric forms in point clouds, where clutter and occlusions are inevitable. Our everyday world is dominated by man-made ob...
[ 1, 0, 0, 0, 0, 0 ]
Title: Mass-to-Light versus Color Relations for Dwarf Irregular Galaxies, Abstract: We have determined new relations between $UBV$ colors and mass-to-light ratios ($M/L$) for dwarf irregular (dIrr) galaxies, as well as for transformed $g^\prime - r^\prime$. These $M/L$ to color relations (MLCRs) are based on stellar ma...
[ 0, 1, 0, 0, 0, 0 ]
Title: Insight into High-order Harmonic Generation from Solids: The Contributions of the Bloch Wave-packets Moving on the Group and Phase Velocities, Abstract: We study numerically the Bloch electron wavepacket dynamics in periodic potentials to simulate laser-solid interactions. We introduce a new perspective in the c...
[ 0, 1, 0, 0, 0, 0 ]
Title: Using deterministic approximations to accelerate SMC for posterior sampling, Abstract: Sequential Monte Carlo has become a standard tool for Bayesian Inference of complex models. This approach can be computationally demanding, especially when initialized from the prior distribution. On the other hand, deter-mini...
[ 0, 0, 0, 1, 0, 0 ]
Title: Evaluating (and improving) the correspondence between deep neural networks and human representations, Abstract: Decades of psychological research have been aimed at modeling how people learn features and categories. The empirical validation of these theories is often based on artificial stimuli with simple repre...
[ 1, 0, 0, 0, 0, 0 ]
Title: An approach to nonsolvable base change and descent, Abstract: We present a collection of conjectural trace identities and explain why they are equivalent to base change and descent of automorphic representations of $\mathrm{GL}_n(\mathbb{A}_F)$ along nonsolvable extensions (under some simplifying hypotheses). Th...
[ 0, 0, 1, 0, 0, 0 ]
Title: Towards Attack-Tolerant Networks: Concurrent Multipath Routing and the Butterfly Network, Abstract: Targeted attacks against network infrastructure are notoriously difficult to guard against. In the case of communication networks, such attacks can leave users vulnerable to censorship and surveillance, even when ...
[ 1, 0, 0, 0, 0, 0 ]
Title: PEORL: Integrating Symbolic Planning and Hierarchical Reinforcement Learning for Robust Decision-Making, Abstract: Reinforcement learning and symbolic planning have both been used to build intelligent autonomous agents. Reinforcement learning relies on learning from interactions with real world, which often requ...
[ 0, 0, 0, 1, 0, 0 ]
Title: Structure of Native Two-dimensional Oxides on III--Nitride Surfaces, Abstract: When pristine material surfaces are exposed to air, highly reactive broken bonds can promote the formation of surface oxides with structures and properties differing greatly from bulk. Determination of the oxide structure, however, is...
[ 0, 1, 0, 0, 0, 0 ]
Title: Hydrodynamic charge and heat transport on inhomogeneous curved spaces, Abstract: We develop the theory of hydrodynamic charge and heat transport in strongly interacting quasi-relativistic systems on manifolds with inhomogeneous spatial curvature. In solid-state physics, this is analogous to strain disorder in th...
[ 0, 1, 0, 0, 0, 0 ]
Title: Simulation assisted machine learning, Abstract: Predicting how a proposed cancer treatment will affect a given tumor can be cast as a machine learning problem, but the complexity of biological systems, the number of potentially relevant genomic and clinical features, and the lack of very large scale patient data...
[ 0, 0, 0, 1, 1, 0 ]
Title: Rechargeable redox flow batteries: Maximum current density with electrolyte flow reactant penetration in a serpentine flow structure, Abstract: Rechargeable redox flow batteries with serpentine flow field designs have been demonstrated to deliver higher current density and power density in medium and large-scale...
[ 0, 1, 0, 0, 0, 0 ]
Title: Open problems in mathematical physics, Abstract: We present a list of open questions in mathematical physics. After a historical introduction, a number of problems in a variety of different fields are discussed, with the intention of giving an overall impression of the current status of mathematical physics, par...
[ 0, 1, 1, 0, 0, 0 ]
Title: Stochastic Bandit Models for Delayed Conversions, Abstract: Online advertising and product recommendation are important domains of applications for multi-armed bandit methods. In these fields, the reward that is immediately available is most often only a proxy for the actual outcome of interest, which we refer t...
[ 1, 0, 0, 0, 0, 0 ]
Title: Fitting Analysis using Differential Evolution Optimization (FADO): Spectral population synthesis through genetic optimization under self-consistency boundary conditions, Abstract: The goal of population spectral synthesis (PSS) is to decipher from the spectrum of a galaxy the mass, age and metallicity of its con...
[ 0, 1, 0, 0, 0, 0 ]
Title: A Combinatoric Shortcut to Evaluate CHY-forms, Abstract: In \cite{Chen:2016fgi} we proposed a differential operator for the evaluation of the multi-dimensional residues on isolated (zero-dimensional) poles.In this paper we discuss some new insight on evaluating the (generalized) Cachazo-He-Yuan (CHY) forms of th...
[ 0, 0, 1, 0, 0, 0 ]
Title: ART: adaptive residual--time restarting for Krylov subspace matrix exponential evaluations, Abstract: In this paper a new restarting method for Krylov subspace matrix exponential evaluations is proposed. Since our restarting technique essentially employs the residual, some convergence results for the residual ar...
[ 1, 0, 0, 0, 0, 0 ]
Title: Nil extensions of simple regular ordered semigroup, Abstract: In this paper, nil extensions of some special type of ordered semigroups, such as, simple regular ordered semigroups, left simple and right regular ordered semigroup. Moreover, we have characterized complete semilattice decomposition of all ordered se...
[ 0, 0, 1, 0, 0, 0 ]
Title: The Unreasonable Effectiveness of Structured Random Orthogonal Embeddings, Abstract: We examine a class of embeddings based on structured random matrices with orthogonal rows which can be applied in many machine learning applications including dimensionality reduction and kernel approximation. For both the Johns...
[ 0, 0, 0, 1, 0, 0 ]
Title: The Bayesian optimist's guide to adaptive immune receptor repertoire analysis, Abstract: Probabilistic modeling is fundamental to the statistical analysis of complex data. In addition to forming a coherent description of the data-generating process, probabilistic models enable parameter inference about given dat...
[ 0, 0, 0, 0, 1, 0 ]
Title: Predictive Indexing, Abstract: There has been considerable research on automated index tuning in database management systems (DBMSs). But the majority of these solutions tune the index configuration by retrospectively making computationally expensive physical design changes all at once. Such changes degrade the ...
[ 1, 0, 0, 0, 0, 0 ]
Title: Making Deep Q-learning methods robust to time discretization, Abstract: Despite remarkable successes, Deep Reinforcement Learning (DRL) is not robust to hyperparameterization, implementation details, or small environment changes (Henderson et al. 2017, Zhang et al. 2018). Overcoming such sensitivity is key to ma...
[ 1, 0, 0, 1, 0, 0 ]
Title: Anomalous current in diffusive ferromagnetic Josephson junctions, Abstract: We demonstrate that in diffusive superconductor/ferromagnet/superconductor (S/F/S) junctions a finite, {\it anomalous}, Josephson current can flow even at zero phase difference between the S electrodes. The conditions for the observation...
[ 0, 1, 0, 0, 0, 0 ]
Title: Rate Optimal Estimation and Confidence Intervals for High-dimensional Regression with Missing Covariates, Abstract: Although a majority of the theoretical literature in high-dimensional statistics has focused on settings which involve fully-observed data, settings with missing values and corruptions are common i...
[ 0, 0, 0, 1, 0, 0 ]
Title: Applications of an algorithm for solving Fredholm equations of the first kind, Abstract: In this paper we use an iterative algorithm for solving Fredholm equations of the first kind. The basic algorithm is known and is based on an EM algorithm when involved functions are non-negative and integrable. With this al...
[ 0, 0, 1, 1, 0, 0 ]
Title: Fully symmetric kernel quadrature, Abstract: Kernel quadratures and other kernel-based approximation methods typically suffer from prohibitive cubic time and quadratic space complexity in the number of function evaluations. The problem arises because a system of linear equations needs to be solved. In this artic...
[ 1, 0, 1, 1, 0, 0 ]
Title: Conditional Accelerated Lazy Stochastic Gradient Descent, Abstract: In this work we introduce a conditional accelerated lazy stochastic gradient descent algorithm with optimal number of calls to a stochastic first-order oracle and convergence rate $O\left(\frac{1}{\varepsilon^2}\right)$ improving over the projec...
[ 1, 0, 0, 1, 0, 0 ]
Title: MMD GAN: Towards Deeper Understanding of Moment Matching Network, Abstract: Generative moment matching network (GMMN) is a deep generative model that differs from Generative Adversarial Network (GAN) by replacing the discriminator in GAN with a two-sample test based on kernel maximum mean discrepancy (MMD). Alth...
[ 1, 0, 0, 1, 0, 0 ]
Title: Multipartite entanglement after a quantum quench, Abstract: We study the multipartite entanglement of a quantum many-body system undergoing a quantum quench. We quantify multipartite entanglement through the quantum Fisher information (QFI) density and we are able to express it after a quench in terms of a gener...
[ 0, 1, 0, 0, 0, 0 ]
Title: Thermal properties of graphene from path-integral simulations, Abstract: Thermal properties of graphene monolayers are studied by path-integral molecular dynamics (PIMD) simulations, which take into account the quantization of vibrational modes in the crystalline membrane, and allow one to consider anharmonic ef...
[ 0, 1, 0, 0, 0, 0 ]
Title: Measuring Affectiveness and Effectiveness in Software Systems, Abstract: The summary presented in this paper highlights the results obtained in a four-years project aiming at analyzing the development process of software artifacts from two points of view: Effectiveness and Affectiveness. The first attribute is m...
[ 1, 0, 0, 0, 0, 0 ]
Title: Intertangled stochastic motifs in networks of excitatory-inhibitory units, Abstract: A stochastic model of excitatory and inhibitory interactions which bears universality traits is introduced and studied. The endogenous component of noise, stemming from finite size corrections, drives robust inter-nodes correlat...
[ 0, 1, 0, 0, 0, 0 ]
Title: Accurate Computation of the Distribution of Sums of Dependent Log-Normals with Applications to the Black-Scholes Model, Abstract: We present a new Monte Carlo methodology for the accurate estimation of the distribution of the sum of dependent log-normal random variables. The methodology delivers statistically un...
[ 0, 0, 0, 1, 0, 0 ]
Title: The complete unitary dual of non-compact Lie superalgebra su(p,q|m) via the generalised oscillator formalism, and non-compact Young diagrams, Abstract: We study the unitary representations of the non-compact real forms of the complex Lie superalgebra sl(n|m). Among them, only the real form su(p,q|m) (p+q=n) admi...
[ 0, 0, 1, 0, 0, 0 ]
Title: DeepPainter: Painter Classification Using Deep Convolutional Autoencoders, Abstract: In this paper we describe the problem of painter classification, and propose a novel approach based on deep convolutional autoencoder neural networks. While previous approaches relied on image processing and manual feature extra...
[ 1, 0, 0, 1, 0, 0 ]
Title: Sharp gradient estimate for heat kernels on $RCD^*(K,N)$ metric measure spaces, Abstract: In this paper, we will establish an elliptic local Li-Yau gradient estimate for weak solutions of the heat equation on metric measure spaces with generalized Ricci curvature bounded from below. One of its main applications ...
[ 0, 0, 1, 0, 0, 0 ]
Title: Thermodynamic properties of diatomic molecules systems under anharmonic Eckart potential, Abstract: Due to one of the most representative contributions to the energy in diatomic molecules being the vibrational, we consider the generalized Morse potential (GMP) as one of the typical potential of interaction for o...
[ 0, 1, 0, 0, 0, 0 ]
Title: Effects of ultrasound waves intensity on the removal of Congo red color from the textile industry wastewater by Fe3O4@TiO2 core-shell nanospheres, Abstract: Environmental pollutants, such as colors from the textile industry, affect water quality indicators like color, smell, and taste. These substances in the wa...
[ 0, 1, 0, 0, 0, 0 ]
Title: Enumeration of Tree-like Maps with Arbitrary Number of Vertices, Abstract: This paper provides the generating series for the embedding of tree-like graphs of arbitrary number of vertices, accourding to their genus. It applies and extends the techniques of Chan, where it was used to give an alternate proof of the...
[ 0, 0, 1, 0, 0, 0 ]
Title: Depth resolved chemical speciation of a superlattice structure, Abstract: We report results of simultaneous x-ray reflectivity and grazing incidence x-ray fluorescence measurements in combination with x-ray standing wave assisted depth resolved near edge x-ray absorption measurements to reveal new insights on ch...
[ 0, 1, 0, 0, 0, 0 ]
Title: Optospintronics in graphene via proximity coupling, Abstract: The observation of micron size spin relaxation makes graphene a promising material for applications in spintronics requiring long distance spin communication. However, spin dependent scatterings at the contact/graphene interfaces affect the spin injec...
[ 0, 1, 0, 0, 0, 0 ]
Title: Control strategy to limit duty cycle impact of earthquakes on the LIGO gravitational-wave detectors, Abstract: Advanced gravitational-wave detectors such as the Laser Interferometer Gravitational-Wave Observatories (LIGO) require an unprecedented level of isolation from the ground. When in operation, they are ex...
[ 0, 1, 0, 0, 0, 0 ]
Title: Multi-rendezvous Spacecraft Trajectory Optimization with Beam P-ACO, Abstract: The design of spacecraft trajectories for missions visiting multiple celestial bodies is here framed as a multi-objective bilevel optimization problem. A comparative study is performed to assess the performance of different Beam Searc...
[ 1, 1, 0, 0, 0, 0 ]
Title: Types and unitary representations of reductive p-adic groups, Abstract: We prove that for every Bushnell-Kutzko type that satisfies a certain rigidity assumption, the equivalence of categories between the corresponding Bernstein component and the category of modules for the Hecke algebra of the type induces a bi...
[ 0, 0, 1, 0, 0, 0 ]
Title: Average values of L-functions in even characteristic, Abstract: Let $k = \mathbb{F}_{q}(T)$ be the rational function field over a finite field $\mathbb{F}_{q}$, where $q$ is a power of $2$. In this paper we solve the problem of averaging the quadratic $L$-functions $L(s, \chi_{u})$ over fundamental discriminants...
[ 0, 0, 1, 0, 0, 0 ]
Title: Decoupled molecules with binding polynomials of bidegree (n,2), Abstract: We present a result on the number of decoupled molecules for systems binding two different types of ligands. In the case of $n$ and $2$ binding sites respectively, we show that, generically, there are $2(n!)^{2}$ decoupled molecules with t...
[ 1, 1, 0, 0, 0, 0 ]
Title: Learning to update Auto-associative Memory in Recurrent Neural Networks for Improving Sequence Memorization, Abstract: Learning to remember long sequences remains a challenging task for recurrent neural networks. Register memory and attention mechanisms were both proposed to resolve the issue with either high co...
[ 1, 0, 0, 1, 0, 0 ]
Title: McDiarmid Drift Detection Methods for Evolving Data Streams, Abstract: Increasingly, Internet of Things (IoT) domains, such as sensor networks, smart cities, and social networks, generate vast amounts of data. Such data are not only unbounded and rapidly evolving. Rather, the content thereof dynamically evolves ...
[ 1, 0, 0, 1, 0, 0 ]
Title: Yield in Amorphous Solids: The Ant in the Energy Landscape Labyrinth, Abstract: It has recently been shown that yield in amorphous solids under oscillatory shear is a dynamical transition from asymptotically periodic to asymptotically chaotic, diffusive dynamics. However, the type and universality class of this ...
[ 0, 1, 0, 0, 0, 0 ]
Title: Statistical methods in astronomy, Abstract: We present a review of data types and statistical methods often encountered in astronomy. The aim is to provide an introduction to statistical applications in astronomy for statisticians and computer scientists. We highlight the complex, often hierarchical, nature of m...
[ 0, 1, 0, 1, 0, 0 ]
Title: A note on some algebraic trapdoors for block ciphers, Abstract: We provide sufficient conditions to guarantee that a translation based cipher is not vulnerable with respect to the partition-based trapdoor. This trapdoor has been introduced, recently, by Bannier et al. (2016) and it generalizes that introduced by...
[ 1, 0, 1, 0, 0, 0 ]
Title: Bi-Demographic Changes and Current Account using SVAR Modeling, Abstract: The paper, as a new contribution, aims to explore the impacts of bi-demographic structure on the current account and growth. By using a SVAR modeling, we track the dynamic impacts between the underlying variables of the Saudi economy. New ...
[ 0, 0, 0, 0, 0, 1 ]
Title: Supervised Machine Learning for Signals Having RRC Shaped Pulses, Abstract: Classification performances of the supervised machine learning techniques such as support vector machines, neural networks and logistic regression are compared for modulation recognition purposes. The simple and robust features are used ...
[ 1, 0, 0, 0, 0, 0 ]
Title: End-to-End Optimized Transmission over Dispersive Intensity-Modulated Channels Using Bidirectional Recurrent Neural Networks, Abstract: We propose an autoencoding sequence-based transceiver for communication over dispersive channels with intensity modulation and direct detection (IM/DD), designed as a bidirectio...
[ 1, 0, 0, 1, 0, 0 ]
Title: Effective difference elimination and Nullstellensatz, Abstract: We prove effective Nullstellensatz and elimination theorems for difference equations in sequence rings. More precisely, we compute an explicit function of geometric quantities associated to a system of difference equations (and these geometric quant...
[ 0, 0, 1, 0, 0, 0 ]
Title: A note on primitive $1-$normal elements over finite fields, Abstract: Let $q$ be a prime power of a prime $p$, $n$ a positive integer and $\mathbb F_{q^n}$ the finite field with $q^n$ elements. The $k-$normal elements over finite fields were introduced and characterized by Huczynska et al (2013). Under the condi...
[ 0, 0, 1, 0, 0, 0 ]
Title: Sparse Coding Predicts Optic Flow Specificities of Zebrafish Pretectal Neurons, Abstract: Zebrafish pretectal neurons exhibit specificities for large-field optic flow patterns associated with rotatory or translatory body motion. We investigate the hypothesis that these specificities reflect the input statistics ...
[ 0, 0, 0, 0, 1, 0 ]
Title: Revisiting the problem of audio-based hit song prediction using convolutional neural networks, Abstract: Being able to predict whether a song can be a hit has impor- tant applications in the music industry. Although it is true that the popularity of a song can be greatly affected by exter- nal factors such as so...
[ 1, 0, 0, 1, 0, 0 ]
Title: Natural Language Multitasking: Analyzing and Improving Syntactic Saliency of Hidden Representations, Abstract: We train multi-task autoencoders on linguistic tasks and analyze the learned hidden sentence representations. The representations change significantly when translation and part-of-speech decoders are ad...
[ 0, 0, 0, 1, 0, 0 ]
Title: Temporal Logistic Neural Bag-of-Features for Financial Time series Forecasting leveraging Limit Order Book Data, Abstract: Time series forecasting is a crucial component of many important applications, ranging from forecasting the stock markets to energy load prediction. The high-dimensionality, velocity and var...
[ 1, 0, 0, 1, 0, 1 ]
Title: Extended Bose Hubbard model for two leg ladder systems in artificial magnetic fields, Abstract: We investigate the ground state properties of ultracold atoms with long range interactions trapped in a two leg ladder configuration in the presence of an artificial magnetic field. Using a Gross-Pitaevskii approach a...
[ 0, 1, 0, 0, 0, 0 ]
Title: Insensitivity of The Distance Ladder Hubble Constant Determination to Cepheid Calibration Modeling Choices, Abstract: Recent determination of the Hubble constant via Cepheid-calibrated supernovae by \citet{riess_2.4_2016} (R16) find $\sim 3\sigma$ tension with inferences based on cosmic microwave background temp...
[ 0, 1, 0, 0, 0, 0 ]
Title: Phrase-based Image Captioning with Hierarchical LSTM Model, Abstract: Automatic generation of caption to describe the content of an image has been gaining a lot of research interests recently, where most of the existing works treat the image caption as pure sequential data. Natural language, however possess a te...
[ 1, 0, 0, 0, 0, 0 ]
Title: The three-dimensional structure of swirl-switching in bent pipe flow, Abstract: Swirl-switching is a low-frequency oscillatory phenomenon which affects the Dean vortices in bent pipes and may cause fatigue in piping systems. Despite thirty years worth of research, the mechanism that causes these oscillations and...
[ 0, 1, 0, 0, 0, 0 ]
Title: InfoVAE: Information Maximizing Variational Autoencoders, Abstract: A key advance in learning generative models is the use of amortized inference distributions that are jointly trained with the models. We find that existing training objectives for variational autoencoders can lead to inaccurate amortized inferen...
[ 1, 0, 0, 1, 0, 0 ]
Title: Between-class Learning for Image Classification, Abstract: In this paper, we propose a novel learning method for image classification called Between-Class learning (BC learning). We generate between-class images by mixing two images belonging to different classes with a random ratio. We then input the mixed imag...
[ 1, 0, 0, 1, 0, 0 ]
Title: Girsanov reweighting for path ensembles and Markov state models, Abstract: The sensitivity of molecular dynamics on changes in the potential energy function plays an important role in understanding the dynamics and function of complex molecules.We present a method to obtain path ensemble averages of a perturbed ...
[ 0, 1, 0, 0, 0, 0 ]
Title: Coordination of multi-agent systems via asynchronous cloud communication, Abstract: In this work we study a multi-agent coordination problem in which agents are only able to communicate with each other intermittently through a cloud server. To reduce the amount of required communication, we develop a self-trigge...
[ 1, 0, 1, 0, 0, 0 ]
Title: PatternListener: Cracking Android Pattern Lock Using Acoustic Signals, Abstract: Pattern lock has been widely used for authentication to protect user privacy on mobile devices (e.g., smartphones and tablets). Given its pervasive usage, the compromise of pattern lock could lead to serious consequences. Several at...
[ 1, 0, 0, 0, 0, 0 ]
Title: Marginal Release Under Local Differential Privacy, Abstract: Many analysis and machine learning tasks require the availability of marginal statistics on multidimensional datasets while providing strong privacy guarantees for the data subjects. Applications for these statistics range from finding correlations in ...
[ 1, 0, 0, 0, 0, 0 ]
Title: A possible flyby anomaly for Juno at Jupiter, Abstract: In the last decades there have been an increasing interest in improving the accuracy of spacecraft navigation and trajectory data. In the course of this plan some anomalies have been found that cannot, in principle, be explained in the context of the most a...
[ 0, 1, 0, 0, 0, 0 ]
Title: Crossover between various initial conditions in KPZ growth: flat to stationary, Abstract: We conjecture the universal probability distribution at large time for the one-point height in the 1D Kardar-Parisi-Zhang (KPZ) stochastic growth universality class, with initial conditions interpolating from any one of the...
[ 0, 1, 1, 0, 0, 0 ]
Title: Multimodel Response Assessment for Monthly Rainfall Distribution in Some Selected Indian Cities Using Best Fit Probability as a Tool, Abstract: We carry out a study of the statistical distribution of rainfall precipitation data for 20 cites in India. We have determined the best-fit probability distribution for t...
[ 0, 1, 0, 1, 0, 0 ]
Title: Small Boxes Big Data: A Deep Learning Approach to Optimize Variable Sized Bin Packing, Abstract: Bin Packing problems have been widely studied because of their broad applications in different domains. Known as a set of NP-hard problems, they have different vari- ations and many heuristics have been proposed for ...
[ 1, 0, 0, 1, 0, 0 ]
Title: Surges of collective human activity emerge from simple pairwise correlations, Abstract: Human populations exhibit complex behaviors---characterized by long-range correlations and surges in activity---across a range of social, political, and technological contexts. Yet it remains unclear where these collective be...
[ 1, 0, 0, 0, 0, 0 ]
Title: Semantically Enhanced Dynamic Bayesian Network for Detecting Sepsis Mortality Risk in ICU Patients with Infection, Abstract: Although timely sepsis diagnosis and prompt interventions in Intensive Care Unit (ICU) patients are associated with reduced mortality, early clinical recognition is frequently impeded by n...
[ 0, 0, 0, 1, 0, 0 ]
Title: Hölder regularity of viscosity solutions of some fully nonlinear equations in the Heisenberg group, Abstract: In this paper we prove the Hölder regularity of bounded, uniformly continuous, viscosity solutions of some degenerate fully nonlinear equations in the Heisenberg group.
[ 0, 0, 1, 0, 0, 0 ]
Title: Normal form for transverse instability of the line soliton with a nearly critical speed of propagation, Abstract: There exists a critical speed of propagation of the line solitons in the Zakharov-Kuznetsov (ZK) equation such that small transversely periodic perturbations are unstable for line solitons with large...
[ 0, 1, 1, 0, 0, 0 ]
Title: The CLaC Discourse Parser at CoNLL-2016, Abstract: This paper describes our submission "CLaC" to the CoNLL-2016 shared task on shallow discourse parsing. We used two complementary approaches for the task. A standard machine learning approach for the parsing of explicit relations, and a deep learning approach for...
[ 1, 0, 0, 0, 0, 0 ]
Title: Ordinary differential equations in algebras of generalized functions, Abstract: A local existence and uniqueness theorem for ODEs in the special algebra of generalized functions is established, as well as versions including parameters and dependence on initial values in the generalized sense. Finally, a Frobeniu...
[ 0, 0, 1, 0, 0, 0 ]