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Title: An Integrated Decision and Control Theoretic Solution to Multi-Agent Co-Operative Search Problems, Abstract: This paper considers the problem of autonomous multi-agent cooperative target search in an unknown environment using a decentralized framework under a no-communication scenario. The targets are considered...
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Title: Fast Multi-frame Stereo Scene Flow with Motion Segmentation, Abstract: We propose a new multi-frame method for efficiently computing scene flow (dense depth and optical flow) and camera ego-motion for a dynamic scene observed from a moving stereo camera rig. Our technique also segments out moving objects from th...
[ 1, 0, 0, 0, 0, 0 ]
Title: Pointed $p^2q$-dimensional Hopf algebras in positive characteristic, Abstract: Let $\K$ be an algebraically closed field of positive characteristic $p$. We mainly classify pointed Hopf algebras over $\K$ of dimension $p^2q$, $pq^2$ and $pqr$ where $p,q,r$ are distinct prime numbers. We obtain a complete classifi...
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Title: Experimental Design of a Prescribed Burn Instrumentation, Abstract: Observational data collected during experiments, such as the planned Fire and Smoke Model Evaluation Experiment (FASMEE), are critical for progressing and transitioning coupled fire-atmosphere models like WRF-SFIRE and WRF-SFIRE-CHEM into operat...
[ 0, 0, 0, 1, 0, 0 ]
Title: Seifert surgery on knots via Reidemeister torsion and Casson-Walker-Lescop invariant III, Abstract: For a knot $K$ in a homology $3$-sphere $\Sigma$, let $M$ be the result of $2/q$-surgery on $K$, and let $X$ be the universal abelian covering of $M$. Our first theorem is that if the first homology of $X$ is fini...
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Title: Joint Power and Admission Control based on Channel Distribution Information: A Novel Two-Timescale Approach, Abstract: In this letter, we consider the joint power and admission control (JPAC) problem by assuming that only the channel distribution information (CDI) is available. Under this assumption, we formulat...
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Title: A Closer Look at the Alpha Persei Coronal Conundrum, Abstract: A ROSAT survey of the Alpha Per open cluster in 1993 detected its brightest star, mid-F supergiant Alpha Persei: the X-ray luminosity and spectral hardness were similar to coronally active late-type dwarf members. Later, in 2010, a Hubble Cosmic Orig...
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Title: The challenge of realistic music generation: modelling raw audio at scale, Abstract: Realistic music generation is a challenging task. When building generative models of music that are learnt from data, typically high-level representations such as scores or MIDI are used that abstract away the idiosyncrasies of ...
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Title: GENFIRE: A generalized Fourier iterative reconstruction algorithm for high-resolution 3D imaging, Abstract: Tomography has made a radical impact on diverse fields ranging from the study of 3D atomic arrangements in matter to the study of human health in medicine. Despite its very diverse applications, the core o...
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Title: GANs Trained by a Two Time-Scale Update Rule Converge to a Local Nash Equilibrium, Abstract: Generative Adversarial Networks (GANs) excel at creating realistic images with complex models for which maximum likelihood is infeasible. However, the convergence of GAN training has still not been proved. We propose a t...
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Title: Time-Series Adaptive Estimation of Vaccination Uptake Using Web Search Queries, Abstract: Estimating vaccination uptake is an integral part of ensuring public health. It was recently shown that vaccination uptake can be estimated automatically from web data, instead of slowly collected clinical records or popula...
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Title: Over Recurrence for Mixing Transformations, Abstract: We show that every invertible strong mixing transformation on a Lebesgue space has strictly over-recurrent sets. Also, we give an explicit procedure for constructing strong mixing transformations with no under-recurrent sets. This answers both parts of a ques...
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Title: Joint Atlas-Mapping of Multiple Histological Series combined with Multimodal MRI of Whole Marmoset Brains, Abstract: Development of a mesoscale neural circuitry map of the common marmoset is an essential task due to the ideal characteristics of the marmoset as a model organism for neuroscience research. To facil...
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Title: A Practical Approach for Successive Omniscience, Abstract: The system that we study in this paper contains a set of users that observe a discrete memoryless multiple source and communicate via noise-free channels with the aim of attaining omniscience, the state that all users recover the entire multiple source. ...
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Title: Photonic topological pumping through the edges of a dynamical four-dimensional quantum Hall system, Abstract: When a two-dimensional electron gas is exposed to a perpendicular magnetic field and an in-plane electric field, its conductance becomes quantized in the transverse in-plane direction: this is known as t...
[ 0, 1, 0, 0, 0, 0 ]
Title: Coherence for lenses and open games, Abstract: Categories of polymorphic lenses in computer science, and of open games in compositional game theory, have a curious structure that is reminiscent of compact closed categories, but differs in some crucial ways. Specifically they have a family of morphisms that behav...
[ 1, 0, 0, 0, 0, 0 ]
Title: Streaming Algorithm for Euler Characteristic Curves of Multidimensional Images, Abstract: We present an efficient algorithm to compute Euler characteristic curves of gray scale images of arbitrary dimension. In various applications the Euler characteristic curve is used as a descriptor of an image. Our algorithm...
[ 1, 0, 1, 0, 0, 0 ]
Title: GroupReduce: Block-Wise Low-Rank Approximation for Neural Language Model Shrinking, Abstract: Model compression is essential for serving large deep neural nets on devices with limited resources or applications that require real-time responses. As a case study, a state-of-the-art neural language model usually con...
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Title: Morphological characterization of Ge ion implanted SiO2 matrix using multifractal technique, Abstract: 200 nm thick SiO2 layers grown on Si substrates and Ge ions of 150 keV energy were implanted into SiO2 matrix with Different fluences. The implanted samples were annealed at 950 C for 30 minutes in Ar ambience....
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Title: Magnetocapillary self-assemblies: locomotion and micromanipulation along a liquid interface, Abstract: This paper presents an overview and discussion of magnetocapillary self-assemblies. New results are presented, in particular concerning the possible development of future applications. These self-organizing str...
[ 0, 1, 0, 0, 0, 0 ]
Title: On asymptotically minimax nonparametric detection of signal in Gaussian white noise, Abstract: For the problem of nonparametric detection of signal in Gaussian white noise we point out strong asymptotically minimax tests. The sets of alternatives are a ball in Besov space $B^r_{2\infty}$ with "small" balls in $L...
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Title: From Natural to Artificial Camouflage: Components and Systems, Abstract: We identify the components of bio-inspired artificial camouflage systems including actuation, sensing, and distributed computation. After summarizing recent results in understanding the physiology and system-level performance of a variety o...
[ 1, 0, 0, 0, 1, 0 ]
Title: Bayesian nonparametric inference for the M/G/1 queueing systems based on the marked departure process, Abstract: In the present work we study Bayesian nonparametric inference for the continuous-time M/G/1 queueing system. In the focus of the study is the unobservable service time distribution. We assume that the...
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Title: On some polynomials and series of Bloch-Polya Type, Abstract: We will show that $(1-q)(1-q^2)\dots (1-q^m)$ is a polynomial in $q$ with coefficients from $\{-1,0,1\}$ iff $m=1,\ 2,\ 3,$ or $5$ and explore some interesting consequences of this result. We find explicit formulas for the $q$-series coefficients of $...
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Title: Improvement in the UAV position estimation with low-cost GPS, INS and vision-based system: Application to a quadrotor UAV, Abstract: In this paper, we develop a position estimation system for Unmanned Aerial Vehicles formed by hardware and software. It is based on low-cost devices: GPS, commercial autopilot sens...
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Title: A Categorical Approach for Recognizing Emotional Effects of Music, Abstract: Recently, digital music libraries have been developed and can be plainly accessed. Latest research showed that current organization and retrieval of music tracks based on album information are inefficient. Moreover, they demonstrated th...
[ 1, 0, 0, 1, 0, 0 ]
Title: Deformable Generator Network: Unsupervised Disentanglement of Appearance and Geometry, Abstract: We propose a deformable generator model to disentangle the appearance and geometric information from images into two independent latent vectors. The appearance generator produces the appearance information, including...
[ 0, 0, 0, 1, 0, 0 ]
Title: Gaussian Kernel in Quantum Paradigm, Abstract: The Gaussian kernel is a very popular kernel function used in many machine-learning algorithms, especially in support vector machines (SVM). For nonlinear training instances in machine learning, it often outperforms polynomial kernels in model accuracy. We use Gauss...
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Title: Learning to Succeed while Teaching to Fail: Privacy in Closed Machine Learning Systems, Abstract: Security, privacy, and fairness have become critical in the era of data science and machine learning. More and more we see that achieving universally secure, private, and fair systems is practically impossible. We h...
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Title: On Convergence Rate of a Continuous-Time Distributed Self-Appraisal Model with Time-Varying Relative Interaction Matrices, Abstract: This paper studies a recently proposed continuous-time distributed self-appraisal model with time-varying interactions among a network of $n$ individuals which are characterized by...
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Title: Synchronous Observation on the Spontaneous Transformation of Liquid Metal under Free Falling Microgravity Situation, Abstract: The unusually high surface tension of room temperature liquid metal is molding it as unique material for diverse newly emerging areas. However, unlike its practices on earth, such metal ...
[ 0, 1, 0, 0, 0, 0 ]
Title: Automated Synthesis of Safe Digital Controllers for Sampled-Data Stochastic Nonlinear Systems, Abstract: We present a new method for the automated synthesis of digital controllers with formal safety guarantees for systems with nonlinear dynamics, noisy output measurements, and stochastic disturbances. Our method...
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Title: Magnus integrators on multicore CPUs and GPUs, Abstract: In the present paper we consider numerical methods to solve the discrete Schrödinger equation with a time dependent Hamiltonian (motivated by problems encountered in the study of spin systems). We will consider both short-range interactions, which lead to ...
[ 1, 1, 0, 0, 0, 0 ]
Title: High Dimensional Estimation and Multi-Factor Models, Abstract: This paper re-investigates the estimation of multiple factor models relaxing the convention that the number of factors is small and using a new approach for identifying factors. We first obtain the collection of all possible factors and then provide ...
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Title: An Expanded Local Variance Gamma model, Abstract: The paper proposes an expanded version of the Local Variance Gamma model of Carr and Nadtochiy by adding drift to the governing underlying process. Still in this new model it is possible to derive an ordinary differential equation for the option price which plays...
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Title: Auto-Meta: Automated Gradient Based Meta Learner Search, Abstract: Fully automating machine learning pipelines is one of the key challenges of current artificial intelligence research, since practical machine learning often requires costly and time-consuming human-powered processes such as model design, algorith...
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Title: Convergence of the Forward-Backward Algorithm: Beyond the Worst Case with the Help of Geometry, Abstract: We provide a comprehensive study of the convergence of forward-backward algorithm under suitable geometric conditions leading to fast rates. We present several new results and collect in a unified view a var...
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Title: Calibration-Free Relaxation-Based Multi-Color Magnetic Particle Imaging, Abstract: Magnetic Particle Imaging (MPI) is a novel imaging modality with important applications such as angiography, stem cell tracking, and cancer imaging. Recently, there have been efforts to increase the functionality of MPI via multi-...
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Title: Neural Machine Translation, Abstract: Draft of textbook chapter on neural machine translation. a comprehensive treatment of the topic, ranging from introduction to neural networks, computation graphs, description of the currently dominant attentional sequence-to-sequence model, recent refinements, alternative ar...
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Title: Vocabulary-informed Extreme Value Learning, Abstract: The novel unseen classes can be formulated as the extreme values of known classes. This inspired the recent works on open-set recognition \cite{Scheirer_2013_TPAMI,Scheirer_2014_TPAMIb,EVM}, which however can have no way of naming the novel unseen classes. To...
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Title: A Team-Formation Algorithm for Faultline Minimization, Abstract: In recent years, the proliferation of online resumes and the need to evaluate large populations of candidates for on-site and virtual teams have led to a growing interest in automated team-formation. Given a large pool of candidates, the general pr...
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Title: New quantum mds constacylıc codes, Abstract: This paper is devoted to the study of the construction of new quantum MDS codes. Based on constacyclic codes over Fq2 , we derive four new families of quantum MDS codes, one of which is an explicit generalization of the construction given in Theorem 7 in [22]. We also...
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Title: Infinitary first-order categorical logic, Abstract: We present a unified categorical treatment of completeness theorems for several classical and intuitionistic infinitary logics with a proposed axiomatization. This provides new completeness theorems and subsumes previous ones by Gödel, Kripke, Beth, Karp, Joyal...
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Title: Gini estimation under infinite variance, Abstract: We study the problems related to the estimation of the Gini index in presence of a fat-tailed data generating process, i.e. one in the stable distribution class with finite mean but infinite variance (i.e. with tail index $\alpha\in(1,2)$). We show that, in such...
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Title: Trajectories and orbital angular momentum of necklace beams in nonlinear colloidal suspensions, Abstract: Recently, we have predicted that the modulation instability of optical vortex solitons propagating in nonlinear colloidal suspensions with exponential saturable nonlinearity leads to formation of necklace be...
[ 0, 1, 0, 0, 0, 0 ]
Title: A XGBoost risk model via feature selection and Bayesian hyper-parameter optimization, Abstract: This paper aims to explore models based on the extreme gradient boosting (XGBoost) approach for business risk classification. Feature selection (FS) algorithms and hyper-parameter optimizations are simultaneously cons...
[ 1, 0, 0, 1, 0, 0 ]
Title: Rheology of High-Capillary Number Flow in Porous Media, Abstract: Immiscible fluids flowing at high capillary numbers in porous media may be characterized by an effective viscosity. We demonstrate that the effective viscosity is well described by the Lichtenecker-Rother equation. The exponent $\alpha$ in this eq...
[ 0, 1, 0, 0, 0, 0 ]
Title: Fermi acceleration of electrons inside foreshock transient cores, Abstract: Foreshock transients upstream of Earth's bow shock have been recently observed to accelerate electrons to many times their thermal energy. How such acceleration occurs is unknown, however. Using THEMIS case studies, we examine a subset o...
[ 0, 1, 0, 0, 0, 0 ]
Title: ACVAE-VC: Non-parallel many-to-many voice conversion with auxiliary classifier variational autoencoder, Abstract: This paper proposes a non-parallel many-to-many voice conversion (VC) method using a variant of the conditional variational autoencoder (VAE) called an auxiliary classifier VAE (ACVAE). The proposed ...
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Title: Spectral analysis of jet turbulence, Abstract: Informed by LES data and resolvent analysis of the mean flow, we examine the structure of turbulence in jets in the subsonic, transonic, and supersonic regimes. Spectral (frequency-space) proper orthogonal decomposition is used to extract energy spectra and decompos...
[ 0, 1, 0, 0, 0, 0 ]
Title: La notion d'involution dans le Brouillon Project de Girard Desargues, Abstract: Nous tentons dans cet article de proposer une thèse cohérente concernant la formation de la notion d'involution dans le Brouillon Project de Desargues. Pour cela, nous donnons une analyse détaillée des dix premières pages dudit Broui...
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Title: Framing U-Net via Deep Convolutional Framelets: Application to Sparse-view CT, Abstract: X-ray computed tomography (CT) using sparse projection views is a recent approach to reduce the radiation dose. However, due to the insufficient projection views, an analytic reconstruction approach using the filtered back p...
[ 1, 0, 0, 1, 0, 0 ]
Title: Assessing inter-modal and inter-regional dependencies in prodromal Alzheimer's disease using multimodal MRI/PET and Gaussian graphical models, Abstract: A sequence of pathological changes takes place in Alzheimer's disease, which can be assessed in vivo using various brain imaging methods. Currently, there is no...
[ 0, 0, 0, 1, 1, 0 ]
Title: On the economics of knowledge creation and sharing, Abstract: This work bridges the technical concepts underlying distributed computing and blockchain technologies with their profound socioeconomic and sociopolitical implications, particularly on academic research and the healthcare industry. Several examples fr...
[ 1, 0, 0, 0, 0, 0 ]
Title: Seismic fragility curves for structures using non-parametric representations, Abstract: Fragility curves are commonly used in civil engineering to assess the vulnerability of structures to earthquakes. The probability of failure associated with a prescribed criterion (e.g. the maximal inter-storey drift of a bui...
[ 0, 0, 0, 1, 0, 0 ]
Title: Metastable Markov chains: from the convergence of the trace to the convergence of the finite-dimensional distributions, Abstract: We consider continuous-time Markov chains which display a family of wells at the same depth. We provide sufficient conditions which entail the convergence of the finite-dimensional di...
[ 0, 0, 1, 0, 0, 0 ]
Title: A System of Three Super Earths Transiting the Late K-Dwarf GJ 9827 at Thirty Parsecs, Abstract: We report the discovery of three small transiting planets orbiting GJ 9827, a bright (K = 7.2) nearby late K-type dwarf star. GJ 9827 hosts a $1.62\pm0.11$ $R_{\rm \oplus}$ super Earth on a 1.2 day period, a $1.269^{+...
[ 0, 1, 0, 0, 0, 0 ]
Title: State Sum Invariants of Three Manifolds from Spherical Multi-fusion Categories, Abstract: We define a family of quantum invariants of closed oriented $3$-manifolds using spherical multi-fusion categories. The state sum nature of this invariant leads directly to $(2+1)$-dimensional topological quantum field theor...
[ 0, 1, 1, 0, 0, 0 ]
Title: Deep Multimodal Image-Repurposing Detection, Abstract: Nefarious actors on social media and other platforms often spread rumors and falsehoods through images whose metadata (e.g., captions) have been modified to provide visual substantiation of the rumor/falsehood. This type of modification is referred to as ima...
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Title: DeepFense: Online Accelerated Defense Against Adversarial Deep Learning, Abstract: Recent advances in adversarial Deep Learning (DL) have opened up a largely unexplored surface for malicious attacks jeopardizing the integrity of autonomous DL systems. With the wide-spread usage of DL in critical and time-sensiti...
[ 1, 0, 0, 1, 0, 0 ]
Title: A mean value formula and a Liouville theorem for the complex Monge-Ampère equation, Abstract: In this paper, we prove a mean value formula for bounded subharmonic Hermitian matrix valued function on a complete Riemannian manifold with nonnegative Ricci curvature. As its application, we obtain a Liouville type th...
[ 0, 0, 1, 0, 0, 0 ]
Title: Yu-Shiba-Rusinov bands in superconductors in contact with a magnetic insulator, Abstract: Superconductor-Ferromagnet (SF) heterostructures are of interest due to numerous phenomena related to the spin-dependent interaction of Cooper pairs with the magnetization. Here we address the effects of a magnetic insulato...
[ 0, 1, 0, 0, 0, 0 ]
Title: Bayesian Optimization for Probabilistic Programs, Abstract: We present the first general purpose framework for marginal maximum a posteriori estimation of probabilistic program variables. By using a series of code transformations, the evidence of any probabilistic program, and therefore of any graphical model, c...
[ 1, 0, 0, 1, 0, 0 ]
Title: Long-Term Load Forecasting Considering Volatility Using Multiplicative Error Model, Abstract: Long-term load forecasting plays a vital role for utilities and planners in terms of grid development and expansion planning. An overestimate of long-term electricity load will result in substantial wasted investment in...
[ 0, 0, 0, 1, 0, 0 ]
Title: Graph Clustering using Effective Resistance, Abstract: $ \def\vecc#1{\boldsymbol{#1}} $We design a polynomial time algorithm that for any weighted undirected graph $G = (V, E,\vecc w)$ and sufficiently large $\delta > 1$, partitions $V$ into subsets $V_1, \ldots, V_h$ for some $h\geq 1$, such that $\bullet$ at m...
[ 1, 0, 0, 0, 0, 0 ]
Title: A Systematic Approach for Exploring Tradeoffs in Predictive HVAC Control Systems for Buildings, Abstract: Heating, Ventilation, and Cooling (HVAC) systems are often the most significant contributor to the energy usage, and the operational cost, of large office buildings. Therefore, to understand the various fact...
[ 1, 0, 0, 0, 0, 0 ]
Title: On types of degenerate critical points of real polynomial functions, Abstract: In this paper, we consider the problem of identifying the type (local minimizer, maximizer or saddle point) of a given isolated real critical point $c$, which is degenerate, of a multivariate polynomial function $f$. To this end, we i...
[ 0, 0, 1, 0, 0, 0 ]
Title: Contribution of Data Categories to Readmission Prediction Accuracy, Abstract: Identification of patients at high risk for readmission could help reduce morbidity and mortality as well as healthcare costs. Most of the existing studies on readmission prediction did not compare the contribution of data categories. ...
[ 0, 0, 0, 0, 1, 0 ]
Title: Learning to Adapt by Minimizing Discrepancy, Abstract: We explore whether useful temporal neural generative models can be learned from sequential data without back-propagation through time. We investigate the viability of a more neurocognitively-grounded approach in the context of unsupervised generative modelin...
[ 1, 0, 0, 1, 0, 0 ]
Title: Haro 11: Where is the Lyman continuum source?, Abstract: Identifying the mechanism by which high energy Lyman continuum (LyC) photons escaped from early galaxies is one of the most pressing questions in cosmic evolution. Haro 11 is the best known local LyC leaking galaxy, providing an important opportunity to te...
[ 0, 1, 0, 0, 0, 0 ]
Title: Typed Closure Conversion for the Calculus of Constructions, Abstract: Dependently typed languages such as Coq are used to specify and verify the full functional correctness of source programs. Type-preserving compilation can be used to preserve these specifications and proofs of correctness through compilation i...
[ 1, 0, 0, 0, 0, 0 ]
Title: Untangling Planar Curves, Abstract: Any generic closed curve in the plane can be transformed into a simple closed curve by a finite sequence of local transformations called homotopy moves. We prove that simplifying a planar closed curve with $n$ self-crossings requires $\Theta(n^{3/2})$ homotopy moves in the wor...
[ 1, 0, 1, 0, 0, 0 ]
Title: Greedy-Merge Degrading has Optimal Power-Law, Abstract: Consider a channel with a given input distribution. Our aim is to degrade it to a channel with at most L output letters. One such degradation method is the so called "greedy-merge" algorithm. We derive an upper bound on the reduction in mutual information b...
[ 1, 0, 1, 0, 0, 0 ]
Title: Deep Learning for Classification Tasks on Geospatial Vector Polygons, Abstract: In this paper, we evaluate the accuracy of deep learning approaches on geospatial vector geometry classification tasks. The purpose of this evaluation is to investigate the ability of deep learning models to learn from geometry coord...
[ 0, 0, 0, 1, 0, 0 ]
Title: The Distance Standard Deviation, Abstract: The distance standard deviation, which arises in distance correlation analysis of multivariate data, is studied as a measure of spread. New representations for the distance standard deviation are obtained in terms of Gini's mean difference and in terms of the moments of...
[ 0, 0, 1, 1, 0, 0 ]
Title: Leavitt path algebras: Graded direct-finiteness and graded $Σ$-injective simple modules, Abstract: In this paper, we give a complete characterization of Leavitt path algebras which are graded $\Sigma $-$V$ rings, that is, rings over which a direct sum of arbitrary copies of any graded simple module is graded inj...
[ 0, 0, 1, 0, 0, 0 ]
Title: Social media mining for identification and exploration of health-related information from pregnant women, Abstract: Widespread use of social media has led to the generation of substantial amounts of information about individuals, including health-related information. Social media provides the opportunity to stud...
[ 1, 0, 0, 0, 0, 0 ]
Title: Neeman's characterization of K(R-Proj) via Bousfield localization, Abstract: Let $R$ be an associative ring with unit and denote by $K({\rm R \mbox{-}Proj})$ the homotopy category of complexes of projective left $R$-modules. Neeman proved the theorem that $K({\rm R \mbox{-}Proj})$ is $\aleph_1$-compactly generat...
[ 0, 0, 1, 0, 0, 0 ]
Title: Curvature in Hamiltonian Mechanics And The Einstein-Maxwell-Dilaton Action, Abstract: Riemannian geometry is a particular case of Hamiltonian mechanics: the orbits of the hamiltonian $H=\frac{1}{2}g^{ij}p_{i}p_{j}$ are the geodesics. Given a symplectic manifold (\Gamma,\omega), a hamiltonian $H:\Gamma\to\mathbb{...
[ 0, 0, 1, 0, 0, 0 ]
Title: Roche-lobe overflow in eccentric planet-star systems, Abstract: Many giant exoplanets are found near their Roche limit and in mildly eccentric orbits. In this study we examine the fate of such planets through Roche-lobe overflow as a function of the physical properties of the binary components, including the ecc...
[ 0, 1, 0, 0, 0, 0 ]
Title: Deep Learning Scooping Motion using Bilateral Teleoperations, Abstract: We present bilateral teleoperation system for task learning and robot motion generation. Our system includes a bilateral teleoperation platform and a deep learning software. The deep learning software refers to human demonstration using the ...
[ 1, 0, 0, 0, 0, 0 ]
Title: XFlow: 1D-2D Cross-modal Deep Neural Networks for Audiovisual Classification, Abstract: We propose two multimodal deep learning architectures that allow for cross-modal dataflow (XFlow) between the feature extractors, thereby extracting more interpretable features and obtaining a better representation than throu...
[ 1, 0, 0, 1, 0, 0 ]
Title: Making Sense of Physics through Stories: High School Students Narratives about Electric Charges and Interactions, Abstract: Educational research has shown that narratives are useful tools that can help young students make sense of scientific phenomena. Based on previous research, I argue that narratives can also...
[ 0, 1, 0, 0, 0, 0 ]
Title: On orbifold constructions associated with the Leech lattice vertex operator algebra, Abstract: In this article, we study orbifold constructions associated with the Leech lattice vertex operator algebra. As an application, we prove that the structure of a strongly regular holomorphic vertex operator algebra of ce...
[ 0, 0, 1, 0, 0, 0 ]
Title: Phase correction for ALMA - Investigating water vapour radiometer scaling:The long-baseline science verification data case study, Abstract: The Atacama Large millimetre/submillimetre Array (ALMA) makes use of water vapour radiometers (WVR), which monitor the atmospheric water vapour line at 183 GHz along the lin...
[ 0, 1, 0, 0, 0, 0 ]
Title: Scatteract: Automated extraction of data from scatter plots, Abstract: Charts are an excellent way to convey patterns and trends in data, but they do not facilitate further modeling of the data or close inspection of individual data points. We present a fully automated system for extracting the numerical values ...
[ 1, 0, 0, 1, 0, 0 ]
Title: Polygons with prescribed edge slopes: configuration space and extremal points of perimeter, Abstract: We describe the configuration space $\mathbf{S}$ of polygons with prescribed edge slopes, and study the perimeter $\mathcal{P}$ as a Morse function on $\mathbf{S}$. We characterize critical points of $\mathcal{P...
[ 0, 0, 1, 0, 0, 0 ]
Title: L lines, C points and Chern numbers: understanding band structure topology using polarization fields, Abstract: Topology has appeared in different physical contexts. The most prominent application is topologically protected edge transport in condensed matter physics. The Chern number, the topological invariant o...
[ 0, 1, 0, 0, 0, 0 ]
Title: Space dependent adhesion forces mediated by transient elastic linkages : new convergence and global existence results, Abstract: In the first part of this work we show the convergence with respect to an asymptotic parameter {\epsilon} of a delayed heat equation. It represents a mathematical extension of works co...
[ 0, 0, 1, 0, 0, 0 ]
Title: Gravitational wave production from preheating: parameter dependence, Abstract: Parametric resonance is among the most efficient phenomena generating gravitational waves (GWs) in the early Universe. The dynamics of parametric resonance, and hence of the GWs, depend exclusively on the resonance parameter $q$. The ...
[ 0, 1, 0, 0, 0, 0 ]
Title: Adaptive Model Predictive Control for High-Accuracy Trajectory Tracking in Changing Conditions, Abstract: Robots and automated systems are increasingly being introduced to unknown and dynamic environments where they are required to handle disturbances, unmodeled dynamics, and parametric uncertainties. Robust and...
[ 1, 0, 0, 0, 0, 0 ]
Title: Eigenvalues of symmetric tridiagonal interval matrices revisited, Abstract: In this short note, we present a novel method for computing exact lower and upper bounds of eigenvalues of a symmetric tridiagonal interval matrix. Compared to the known methods, our approach is fast, simple to present and to implement, ...
[ 1, 0, 0, 0, 0, 0 ]
Title: Topology of Large-Scale Structures of Galaxies in Two Dimensions - Systematic Effects, Abstract: We study the two-dimensional topology of the galactic distribution when projected onto two-dimensional spherical shells. Using the latest Horizon Run 4 simulation data, we construct the genus of the two-dimensional f...
[ 0, 1, 0, 0, 0, 0 ]
Title: Wiki-index of authors popularity, Abstract: The new index of the author's popularity estimation is represented in the paper. The index is calculated on the basis of Wikipedia encyclopedia analysis (Wikipedia Index - WI). Unlike the conventional existed citation indices, the suggested mark allows to evaluate not ...
[ 1, 0, 0, 0, 0, 0 ]
Title: Belyi map for the sporadic group J1, Abstract: We compute the genus 0 Belyi map for the sporadic Janko group J1 of degree 266 and describe the applied method. This yields explicit polynomials having J1 as a Galois group over K(t), [K:Q] = 7.
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Title: Lefschetz duality for intersection (co)homology, Abstract: We prove the Lefschetz duality for intersection (co)homology in the framework of $\partial$-pesudomanifolds. We work with general perversities and without restriction on the coefficient ring.
[ 0, 0, 1, 0, 0, 0 ]
Title: Empirical determination of the optimum attack for fragmentation of modular networks, Abstract: All possible removals of $n=5$ nodes from networks of size $N=100$ are performed in order to find the optimal set of nodes which fragments the original network into the smallest largest connected component. The resulti...
[ 1, 0, 0, 0, 0, 0 ]
Title: Random Forests, Decision Trees, and Categorical Predictors: The "Absent Levels" Problem, Abstract: One advantage of decision tree based methods like random forests is their ability to natively handle categorical predictors without having to first transform them (e.g., by using feature engineering techniques). Ho...
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Title: Complexity and capacity bounds for quantum channels, Abstract: We generalise some well-known graph parameters to operator systems by considering their underlying quantum channels. In particular, we introduce the quantum complexity as the dimension of the smallest co-domain Hilbert space a quantum channel require...
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Title: Deep Within-Class Covariance Analysis for Robust Audio Representation Learning, Abstract: Convolutional Neural Networks (CNNs) can learn effective features, though have been shown to suffer from a performance drop when the distribution of the data changes from training to test data. In this paper we analyze the ...
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