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Title: Prediction of helium vapor quality in steady state Two-phase operation for SST-1 Toroidal field magnets, Abstract: Steady State Superconducting Tokamak (SST-1) at the Institute for Plasma Research (IPR) is an operational device and is the first superconducting Tokamak in India. Superconducting Magnets System (SC...
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Title: Criticality as It Could Be: organizational invariance as self-organized criticality in embodied agents, Abstract: This paper outlines a methodological approach for designing adaptive agents driving themselves near points of criticality. Using a synthetic approach we construct a conceptual model that, instead of ...
[ 1, 1, 0, 0, 0, 0 ]
Title: Probing Hidden Spin Order with Interpretable Machine Learning, Abstract: The search of unconventional magnetic and non-magnetic states is a major topic in the study of frustrated magnetism. Canonical examples of those states include various spin liquids and spin nematics. However, discerning their existence and ...
[ 0, 0, 0, 1, 0, 0 ]
Title: Observation and calculation of the quasi-bound rovibrational levels of the electronic ground state of H$_2^+$, Abstract: Although the existence of quasi-bound rotational levels of the $X^+ \ ^2\Sigma_g^+$ ground state of H$_2^+$ has been predicted a long time ago, these states have never been observed. Calculate...
[ 0, 1, 0, 0, 0, 0 ]
Title: Out-of-focus: Learning Depth from Image Bokeh for Robotic Perception, Abstract: In this project, we propose a novel approach for estimating depth from RGB images. Traditionally, most work uses a single RGB image to estimate depth, which is inherently difficult and generally results in poor performance, even with...
[ 1, 0, 0, 0, 0, 0 ]
Title: GibbsNet: Iterative Adversarial Inference for Deep Graphical Models, Abstract: Directed latent variable models that formulate the joint distribution as $p(x,z) = p(z) p(x \mid z)$ have the advantage of fast and exact sampling. However, these models have the weakness of needing to specify $p(z)$, often with a sim...
[ 1, 0, 0, 1, 0, 0 ]
Title: Characterization of 1-Tough Graphs using Factors, Abstract: For a graph $G$, let $odd(G)$ and $\omega(G)$ denote the number of odd components and the number of components of $G$, respectively. Then it is well-known that $G$ has a 1-factor if and only if $odd(G-S)\le |S|$ for all $S\subset V(G)$. Also it is clear...
[ 0, 0, 1, 0, 0, 0 ]
Title: A forward--backward random process for the spectrum of 1D Anderson operators, Abstract: We give a new expression for the law of the eigenvalues of the discrete Anderson model on the finite interval $[0,N]$, in terms of two random processes starting at both ends of the interval. Using this formula, we deduce that...
[ 0, 0, 1, 0, 0, 0 ]
Title: Importance sampling the union of rare events with an application to power systems analysis, Abstract: We consider importance sampling to estimate the probability $\mu$ of a union of $J$ rare events $H_j$ defined by a random variable $\boldsymbol{x}$. The sampler we study has been used in spatial statistics, geno...
[ 1, 0, 0, 1, 0, 0 ]
Title: Matrix product moments in normal variables, Abstract: Let ${\cal X }=XX^{\prime}$ be a random matrix associated with a centered $r$-column centered Gaussian vector $X$ with a covariance matrix $P$. In this article we compute expectations of matrix-products of the form $\prod_{1\leq i\leq n}({\cal X } P^{v_i})$ f...
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Title: Population-specific design of de-immunized protein biotherapeutics, Abstract: Immunogenicity is a major problem during the development of biotherapeutics since it can lead to rapid clearance of the drug and adverse reactions. The challenge for biotherapeutic design is therefore to identify mutants of the protein...
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Title: Linearized Binary Regression, Abstract: Probit regression was first proposed by Bliss in 1934 to study mortality rates of insects. Since then, an extensive body of work has analyzed and used probit or related binary regression methods (such as logistic regression) in numerous applications and fields. This paper ...
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Title: Arithmetic properties of polynomials, Abstract: In this paper, first, we prove that the Diophantine system \[f(z)=f(x)+f(y)=f(u)-f(v)=f(p)f(q)\] has infinitely many integer solutions for $f(X)=X(X+a)$ with nonzero integers $a\equiv 0,1,4\pmod{5}$. Second, we show that the above Diophantine system has an integer ...
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Title: Large-type Artin groups are systolic, Abstract: We prove that Artin groups from a class containing all large-type Artin groups are systolic. This provides a concise yet precise description of their geometry. Immediate consequences are new results concerning large-type Artin groups: biautomaticity; existence of $...
[ 0, 0, 1, 0, 0, 0 ]
Title: An optimization approach for dynamical Tucker tensor approximation, Abstract: An optimization-based approach for the Tucker tensor approximation of parameter-dependent data tensors and solutions of tensor differential equations with low Tucker rank is presented. The problem of updating the tensor decomposition i...
[ 0, 1, 0, 0, 0, 0 ]
Title: On right $S$-Noetherian rings and $S$-Noetherian modules, Abstract: In this paper we study right $S$-Noetherian rings and modules, extending of notions introduced by Anderson and Dumitrescu in commutative algebra to noncommutative rings. Two characterizations of right $S$-Noetherian rings are given in terms of c...
[ 0, 0, 1, 0, 0, 0 ]
Title: Reconfiguration of Brain Network between Resting-state and Oddball Paradigm, Abstract: The oddball paradigm is widely applied to the investigation of multiple cognitive functions. Prior studies have explored the cortical oscillation and power spectral differing from the resting-state conduction to oddball paradi...
[ 0, 0, 0, 0, 1, 0 ]
Title: Optimised information gathering in smartphone users, Abstract: Human activities from hunting to emailing are performed in a fractal-like scale invariant pattern. These patterns are considered efficient for hunting or foraging, but are they efficient for gathering information? Here we link the scale invariant pat...
[ 1, 1, 0, 0, 0, 0 ]
Title: Sparsity/Undersampling Tradeoffs in Anisotropic Undersampling, with Applications in MR Imaging/Spectroscopy, Abstract: We study anisotropic undersampling schemes like those used in multi-dimensional NMR spectroscopy and MR imaging, which sample exhaustively in certain time dimensions and randomly in others. Our ...
[ 1, 0, 0, 0, 0, 0 ]
Title: Effect of the non-thermal Sunyaev-Zel'dovich Effect on the temperature determination of galaxy clusters, Abstract: A recent stacking analysis of Planck HFI data of galaxy clusters (Hurier 2016) allowed to derive the cluster temperatures by using the relativistic corrections to the Sunyaev-Zel'dovich effect (SZE)...
[ 0, 1, 0, 0, 0, 0 ]
Title: ModelFactory: A Matlab/Octave based toolbox to create human body models, Abstract: Background: Model-based analysis of movements can help better understand human motor control. Here, the models represent the human body as an articulated multi-body system that reflects the characteristics of the human being studi...
[ 1, 0, 0, 0, 1, 0 ]
Title: Dimensionality reduction with missing values imputation, Abstract: In this study, we propose a new statical approach for high-dimensionality reduction of heterogenous data that limits the curse of dimensionality and deals with missing values. To handle these latter, we propose to use the Random Forest imputation...
[ 1, 0, 0, 1, 0, 0 ]
Title: On the Wiener-Hopf method for surface plasmons: Diffraction from semi-infinite metamaterial sheet, Abstract: By formally invoking the Wiener-Hopf method, we explicitly solve a one-dimensional, singular integral equation for the excitation of a slowly decaying electromagnetic wave, called surface plasmon-polarito...
[ 0, 0, 1, 0, 0, 0 ]
Title: Sim2Real View Invariant Visual Servoing by Recurrent Control, Abstract: Humans are remarkably proficient at controlling their limbs and tools from a wide range of viewpoints and angles, even in the presence of optical distortions. In robotics, this ability is referred to as visual servoing: moving a tool or end-...
[ 1, 0, 0, 0, 0, 0 ]
Title: Pressure Drop and Flow development in the Entrance Region of Micro-Channels with Second Order Slip Boundary Conditions and the Requirement for Development Length, Abstract: In the present investigation, the development of axial velocity profile, the requirement for development length ($L^*_{fd}=L/D_{h}$) and the...
[ 0, 1, 0, 0, 0, 0 ]
Title: Household poverty classification in data-scarce environments: a machine learning approach, Abstract: We describe a method to identify poor households in data-scarce countries by leveraging information contained in nationally representative household surveys. It employs standard statistical learning techniques---...
[ 0, 0, 0, 1, 0, 0 ]
Title: Dissecting Ponzi schemes on Ethereum: identification, analysis, and impact, Abstract: Ponzi schemes are financial frauds where, under the promise of high profits, users put their money, recovering their investment and interests only if enough users after them continue to invest money. Originated in the offline w...
[ 1, 0, 0, 0, 0, 0 ]
Title: Chunk-Based Bi-Scale Decoder for Neural Machine Translation, Abstract: In typical neural machine translation~(NMT), the decoder generates a sentence word by word, packing all linguistic granularities in the same time-scale of RNN. In this paper, we propose a new type of decoder for NMT, which splits the decode s...
[ 1, 0, 0, 0, 0, 0 ]
Title: Sufficient Markov Decision Processes with Alternating Deep Neural Networks, Abstract: Advances in mobile computing technologies have made it possible to monitor and apply data-driven interventions across complex systems in real time. Markov decision processes (MDPs) are the primary model for sequential decision ...
[ 0, 0, 1, 1, 0, 0 ]
Title: Three-Dimensional Electronic Structure of type-II Weyl Semimetal WTe$_2$, Abstract: By combining bulk sensitive soft-X-ray angular-resolved photoemission spectroscopy and accurate first-principles calculations we explored the bulk electronic properties of WTe$_2$, a candidate type-II Weyl semimetal featuring a l...
[ 0, 1, 0, 0, 0, 0 ]
Title: Decentralized Online Learning with Kernels, Abstract: We consider multi-agent stochastic optimization problems over reproducing kernel Hilbert spaces (RKHS). In this setting, a network of interconnected agents aims to learn decision functions, i.e., nonlinear statistical models, that are optimal in terms of a gl...
[ 1, 0, 1, 1, 0, 0 ]
Title: Enumeration of complementary-dual cyclic $\mathbb{F}_{q}$-linear $\mathbb{F}_{q^t}$-codes, Abstract: Let $\mathbb{F}_q$ denote the finite field of order $q,$ $n$ be a positive integer coprime to $q$ and $t \geq 2$ be an integer. In this paper, we enumerate all the complementary-dual cyclic $\mathbb{F}_q$-linear ...
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Title: Nearly-Linear Time Spectral Graph Reduction for Scalable Graph Partitioning and Data Visualization, Abstract: This paper proposes a scalable algorithmic framework for spectral reduction of large undirected graphs. The proposed method allows computing much smaller graphs while preserving the key spectral (structu...
[ 1, 0, 0, 0, 0, 0 ]
Title: Temperature dependence of the bulk Rashba splitting in the bismuth tellurohalides, Abstract: We study the temperature dependence of the Rashba-split bands in the bismuth tellurohalides BiTe$X$ $(X=$ I, Br, Cl) from first principles. We find that increasing temperature reduces the Rashba splitting, with the large...
[ 0, 1, 0, 0, 0, 0 ]
Title: Towards Understanding the Evolution of the WWW Conference, Abstract: The World Wide Web conference is a well-established and mature venue with an already long history. Over the years it has been attracting papers reporting many important research achievements centered around the Web. In this work we aim at under...
[ 1, 0, 0, 0, 0, 0 ]
Title: The generalized Milne problem in gas-dusty atmosphere, Abstract: We consider the generalized Milne problem in non-conservative plane-parallel optically thick atmosphere consisting of two components - the free electrons and small dust particles. Recall, that the traditional Milne problem describes the propagation...
[ 0, 1, 0, 0, 0, 0 ]
Title: Fundamental solutions for second order parabolic systems with drift terms, Abstract: We construct fundamental solutions of second-order parabolic systems of divergence form with bounded and measurable leading coefficients and divergence free first-order coefficients in the class of $BMO^{-1}_x$, under the assump...
[ 0, 0, 1, 0, 0, 0 ]
Title: CMB in the river frame and gauge invariance at second order, Abstract: GAUGE INVARIANCE: The Sachs-Wolfe formula describing the Cosmic Microwave Background (CMB) temperature anisotropies is one of the most important relations in cosmology. Despite its importance, the gauge invariance of this formula has only bee...
[ 0, 1, 0, 0, 0, 0 ]
Title: Active matrix completion with uncertainty quantification, Abstract: The noisy matrix completion problem, which aims to recover a low-rank matrix $\mathbf{X}$ from a partial, noisy observation of its entries, arises in many statistical, machine learning, and engineering applications. In this paper, we present a n...
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Title: Synthetic geometry of differential equations: I. Jets and comonad structure, Abstract: We give an abstract formulation of the formal theory partial differential equations (PDEs) in synthetic differential geometry, one that would seamlessly generalize the traditional theory to a range of enhanced contexts, such a...
[ 0, 0, 1, 0, 0, 0 ]
Title: Hamiltonian analogs of combustion engines: a systematic exception to adiabatic decoupling, Abstract: Workhorse theories throughout all of physics derive effective Hamiltonians to describe slow time evolution, even though low-frequency modes are actually coupled to high-frequency modes. Such effective Hamiltonian...
[ 0, 1, 0, 0, 0, 0 ]
Title: Unbiased Simulation for Optimizing Stochastic Function Compositions, Abstract: In this paper, we introduce an unbiased gradient simulation algorithms for solving convex optimization problem with stochastic function compositions. We show that the unbiased gradient generated from the algorithm has finite variance ...
[ 0, 0, 0, 1, 0, 0 ]
Title: Temporal Grounding Graphs for Language Understanding with Accrued Visual-Linguistic Context, Abstract: A robot's ability to understand or ground natural language instructions is fundamentally tied to its knowledge about the surrounding world. We present an approach to grounding natural language utterances in the...
[ 1, 0, 0, 0, 0, 0 ]
Title: Nonconvex generalizations of ADMM for nonlinear equality constrained problems, Abstract: The growing demand on efficient and distributed optimization algorithms for large-scale data stimulates the popularity of Alternative Direction Methods of Multipliers (ADMM) in numerous areas, such as compressive sensing, ma...
[ 1, 0, 1, 0, 0, 0 ]
Title: Nearest Embedded and Embedding Self-Nested Trees, Abstract: Self-nested trees present a systematic form of redundancy in their subtrees and thus achieve optimal compression rates by DAG compression. A method for quantifying the degree of self-similarity of plants through self-nested trees has been introduced by ...
[ 1, 0, 0, 0, 0, 0 ]
Title: The bottom of the spectrum of time-changed processes and the maximum principle of Schrödinger operators, Abstract: We give a necessary and sufficient condition for the maximum principle of Schrödinger operators in terms of the bottom of the spectrum of time-changed processes. As a corollary, we obtain a sufficie...
[ 0, 0, 1, 0, 0, 0 ]
Title: Autocorrelation and Lower Bound on the 2-Adic Complexity of LSB Sequence of $p$-ary $m$-Sequence, Abstract: In modern stream cipher, there are many algorithms, such as ZUC, LTE encryption algorithm and LTE integrity algorithm, using bit-component sequences of $p$-ary $m$-sequences as the input of the algorithm. ...
[ 1, 0, 0, 0, 0, 0 ]
Title: Integration of Machine Learning Techniques to Evaluate Dynamic Customer Segmentation Analysis for Mobile Customers, Abstract: The telecommunications industry is highly competitive, which means that the mobile providers need a business intelligence model that can be used to achieve an optimal level of churners, a...
[ 1, 0, 0, 1, 0, 0 ]
Title: A Convex Cycle-based Degradation Model for Battery Energy Storage Planning and Operation, Abstract: A vital aspect in energy storage planning and operation is to accurately model its operational cost, which mainly comes from the battery cell degradation. Battery degradation can be viewed as a complex material fa...
[ 1, 0, 1, 0, 0, 0 ]
Title: Demonstration of cascaded modulator-chicane micro-bunching of a relativistic electron beam, Abstract: We present results of an experiment showing the first successful demonstration of a cascaded micro-bunching scheme. Two modulator-chicane pre-bunchers arranged in series and a high power mid-IR laser seed are us...
[ 0, 1, 0, 0, 0, 0 ]
Title: Sobczyk's simplicial calculus does not have a proper foundation, Abstract: The pseudoscalars in Garret Sobczyk's paper \emph{Simplicial Calculus with Geometric Algebra} are not well defined. Therefore his calculus does not have a proper foundation.
[ 0, 0, 1, 0, 0, 0 ]
Title: Reexamination of Tolman's law and the Gibbs adsorption equation for curved interfaces, Abstract: The influence of the surface curvature on the surface tension of small droplets in equilibrium with a surrounding vapour, or small bubbles in equilibrium with a surrounding liquid, can be expanded as $\gamma(R) = \ga...
[ 0, 1, 0, 0, 0, 0 ]
Title: Dual Supervised Learning, Abstract: Many supervised learning tasks are emerged in dual forms, e.g., English-to-French translation vs. French-to-English translation, speech recognition vs. text to speech, and image classification vs. image generation. Two dual tasks have intrinsic connections with each other due ...
[ 1, 0, 0, 1, 0, 0 ]
Title: Deictic Image Maps: An Abstraction For Learning Pose Invariant Manipulation Policies, Abstract: In applications of deep reinforcement learning to robotics, it is often the case that we want to learn pose invariant policies: policies that are invariant to changes in the position and orientation of objects in the ...
[ 1, 0, 0, 0, 0, 0 ]
Title: Pitfalls of Graph Neural Network Evaluation, Abstract: Semi-supervised node classification in graphs is a fundamental problem in graph mining, and the recently proposed graph neural networks (GNNs) have achieved unparalleled results on this task. Due to their massive success, GNNs have attracted a lot of attenti...
[ 1, 0, 0, 0, 0, 0 ]
Title: An Information Matrix Approach for State Secrecy, Abstract: This paper studies the problem of remote state estimation in the presence of a passive eavesdropper. A sensor measures a linear plant's state and transmits it to an authorized user over a packet-dropping channel, which is susceptible to eavesdropping. O...
[ 1, 0, 0, 0, 0, 0 ]
Title: Time-reversed magnetically controlled perturbation (TRMCP) optical focusing inside scattering media, Abstract: Manipulating and focusing light deep inside biological tissue and tissue-like complex media has been desired for long yet considered challenging. One feasible strategy is through optical wavefront engin...
[ 0, 1, 0, 0, 0, 0 ]
Title: Herschel survey and modelling of externally-illuminated photoevaporating protoplanetary disks, Abstract: Protoplanetary disks undergo substantial mass-loss by photoevaporation, a mechanism which is crucial to their dynamical evolution. However, the processes regulating the gas energetics have not been well const...
[ 0, 1, 0, 0, 0, 0 ]
Title: Spectral curves for the rogue waves, Abstract: Here we find the spectral curves, corresponding to the known rational or quasi-rational solutions of AKNS hierarchy equations, ultimately connected with the modeling of the rogue waves events in the optical waveguides and in hydrodynamics. We also determine spectral...
[ 0, 1, 1, 0, 0, 0 ]
Title: Volume functional of compact manifolds with a prescribed boundary metric, Abstract: We prove that a critical metric of the volume functional on a four-dimensional compact manifold with boundary satisfying a second-order vanishing condition on the Weyl tensor must be isometric to a geodesic ball in a simply conne...
[ 0, 0, 1, 0, 0, 0 ]
Title: Deep Multitask Learning for Semantic Dependency Parsing, Abstract: We present a deep neural architecture that parses sentences into three semantic dependency graph formalisms. By using efficient, nearly arc-factored inference and a bidirectional-LSTM composed with a multi-layer perceptron, our base system is abl...
[ 1, 0, 0, 0, 0, 0 ]
Title: Chentsov's theorem for exponential families, Abstract: Chentsov's theorem characterizes the Fisher information metric on statistical models as essentially the only Riemannian metric that is invariant under sufficient statistics. This implies that each statistical model is naturally equipped with a geometry, so C...
[ 1, 0, 1, 1, 0, 0 ]
Title: Dark trions and biexcitons in WS2 and WSe2 made bright by e-e scattering, Abstract: The direct band gap character and large spin-orbit splitting of the valence band edges (at the K and K' valleys) in monolayer transition metal dichalcogenides have put these two-dimensional materials under the spot-light of inten...
[ 0, 1, 0, 0, 0, 0 ]
Title: Shannon's entropy and its Generalizations towards Statistics, Reliability and Information Science during 1948-2018, Abstract: Starting from the pioneering works of Shannon and Weiner in 1948, a plethora of works have been reported on entropy in different directions. Entropy-related review work in the direction o...
[ 0, 0, 0, 1, 0, 0 ]
Title: Multi-Entity Dependence Learning with Rich Context via Conditional Variational Auto-encoder, Abstract: Multi-Entity Dependence Learning (MEDL) explores conditional correlations among multiple entities. The availability of rich contextual information requires a nimble learning scheme that tightly integrates with ...
[ 1, 0, 0, 1, 0, 0 ]
Title: A recognition algorithm for simple-triangle graphs, Abstract: A simple-triangle graph is the intersection graph of triangles that are defined by a point on a horizontal line and an interval on another horizontal line. The time complexity of the recognition problem for simple-triangle graphs was a longstanding op...
[ 1, 0, 0, 0, 0, 0 ]
Title: A normalized gradient flow method with attractive-repulsive splitting for computing ground states of Bose-Einstein condensates with higher-order interaction, Abstract: In this paper, we generalize the normalized gradient flow method to compute the ground states of Bose-Einstein condensates (BEC) with higher orde...
[ 0, 1, 0, 0, 0, 0 ]
Title: A conservative scheme for electromagnetic simulation of magnetized plasmas with kinetic electrons, Abstract: A conservative scheme has been formulated and verified for gyrokinetic particle simulations of electromagnetic waves and instabilities in magnetized plasmas. An electron continuity equation derived from d...
[ 0, 1, 0, 0, 0, 0 ]
Title: Corrupt Bandits for Preserving Local Privacy, Abstract: We study a variant of the stochastic multi-armed bandit (MAB) problem in which the rewards are corrupted. In this framework, motivated by privacy preservation in online recommender systems, the goal is to maximize the sum of the (unobserved) rewards, based ...
[ 1, 0, 0, 1, 0, 0 ]
Title: Deep Reinforcement Learning based Optimal Control of Hot Water Systems, Abstract: Energy consumption for hot water production is a major draw in high efficiency buildings. Optimizing this has typically been approached from a thermodynamics perspective, decoupled from occupant influence. Furthermore, optimization...
[ 0, 0, 0, 1, 0, 0 ]
Title: A Model-Based Fuzzy Control Approach to Achieving Adaptation with Contextual Uncertainties, Abstract: Self-adaptive system (SAS) is capable of adjusting its behavior in response to meaningful changes in the operational context and itself. Due to the inherent volatility of the open and changeable environment in w...
[ 1, 0, 0, 0, 0, 0 ]
Title: Particle Identification with the TOP and ARICH detectors at Belle II, Abstract: Particle identification at the Belle II experiment will be provided by two ring imaging Cherenkov devices, the time of propagation counters in the central region and the proximity focusing RICH with aerogel radiator in the forward en...
[ 0, 1, 0, 0, 0, 0 ]
Title: End-to-end Learning of Deterministic Decision Trees, Abstract: Conventional decision trees have a number of favorable properties, including interpretability, a small computational footprint and the ability to learn from little training data. However, they lack a key quality that has helped fuel the deep learning...
[ 1, 0, 0, 1, 0, 0 ]
Title: Conceptualization of Object Compositions Using Persistent Homology, Abstract: A topological shape analysis is proposed and utilized to learn concepts that reflect shape commonalities. Our approach is two-fold: i) a spatial topology analysis of point cloud segment constellations within objects. Therein constellat...
[ 1, 0, 0, 0, 0, 0 ]
Title: Thermodynamics of Spin-1/2 Kagomé Heisenberg Antiferromagnet: Algebraic Paramagnetic Liquid and Finite-Temperature Phase Diagram, Abstract: Quantum fluctuations from frustration can trigger quantum spin liquids (QSLs) at zero temperature. However, it is unclear how thermal fluctuations affect a QSL. We employ st...
[ 0, 1, 0, 0, 0, 0 ]
Title: Massive MIMO 5G Cellular Networks: mm-wave vs. μ-wave Frequencies, Abstract: Enhanced mobile broadband (eMBB) is one of the key use-cases for the development of the new standard 5G New Radio for the next generation of mobile wireless networks. Large-scale antenna arrays, a.k.a. Massive MIMO, the usage of carrier...
[ 1, 0, 0, 0, 0, 0 ]
Title: Two-Person Zero-Sum Games with Unbounded Payoff Functions and Uncertain Expected Payoffs, Abstract: This paper provides sufficient conditions for the existence of values and solutions for two-person zero-sum one-step games with possibly noncompact action sets for both players and possibly unbounded payoff functi...
[ 0, 0, 1, 0, 0, 0 ]
Title: Compact arrangement for femtosecond laser induced generation of broadband hard x-ray pulses, Abstract: We present a simple apparatus for femtosecond laser induced generation of X-rays. The apparatus consists of a vacuum chamber containing an off-axis parabolic focusing mirror, a reel system, a debris protection ...
[ 0, 1, 0, 0, 0, 0 ]
Title: Hierarchical Summarization of Metric Changes, Abstract: We study changes in metrics that are defined on a cartesian product of trees. Such metrics occur naturally in many practical applications, where a global metric (such as revenue) can be broken down along several hierarchical dimensions (such as location, ge...
[ 1, 0, 0, 0, 0, 0 ]
Title: Multi-Task Learning Using Neighborhood Kernels, Abstract: This paper introduces a new and effective algorithm for learning kernels in a Multi-Task Learning (MTL) setting. Although, we consider a MTL scenario here, our approach can be easily applied to standard single task learning, as well. As shown by our empir...
[ 1, 0, 0, 1, 0, 0 ]
Title: Optimized Bucket Wheel Design for Asteroid Excavation, Abstract: Current spacecraft need to launch with all of their required fuel for travel. This limits the system performance, payload capacity, and mission flexibility. One compelling alternative is to perform In-Situ Resource Utilization (ISRU) by extracting ...
[ 1, 1, 0, 0, 0, 0 ]
Title: Fraction of the X-ray selected AGNs with optical emission lines in galaxy groups, Abstract: Compared with numerous X-ray dominant active galactic nuclei (AGNs) without emission-line signatures in their optical spectra, the X-ray selected AGNs with optical emission lines are probably still in the high-accretion p...
[ 0, 1, 0, 0, 0, 0 ]
Title: Towards Automatic Learning of Heuristics for Mechanical Transformations of Procedural Code, Abstract: The current trends in next-generation exascale systems go towards integrating a wide range of specialized (co-)processors into traditional supercomputers. Due to the efficiency of heterogeneous systems in terms ...
[ 1, 0, 0, 0, 0, 0 ]
Title: Optimized Deformed Laplacian for Spectrum-based Community Detection in Sparse Heterogeneous Graphs, Abstract: Spectral clustering is one of the most popular, yet still incompletely understood, methods for community detection on graphs. In this article we study spectral clustering based on the deformed Laplacian ...
[ 1, 0, 0, 1, 0, 0 ]
Title: High dimensional deformed rectangular matrices with applications in matrix denoising, Abstract: We consider the recovery of a low rank $M \times N$ matrix $S$ from its noisy observation $\tilde{S}$ in two different regimes. Under the assumption that $M$ is comparable to $N$, we propose two consistent estimators ...
[ 0, 0, 1, 1, 0, 0 ]
Title: Validation of the 3-under-2 principle of cell wall growth in Gram-positive bacteria by simulation of a simple coarse-grained model, Abstract: The aim of this work is to propose a first coarse-grained model of Bacillus subtilis cell wall, handling explicitly the existence of multiple layers of peptidoglycans. In ...
[ 0, 1, 0, 0, 0, 0 ]
Title: Control of Gene Regulatory Networks with Noisy Measurements and Uncertain Inputs, Abstract: This paper is concerned with the problem of stochastic control of gene regulatory networks (GRNs) observed indirectly through noisy measurements and with uncertainty in the intervention inputs. The partial observability o...
[ 0, 0, 0, 1, 0, 0 ]
Title: Unsupervised Domain Adaptation for Face Recognition in Unlabeled Videos, Abstract: Despite rapid advances in face recognition, there remains a clear gap between the performance of still image-based face recognition and video-based face recognition, due to the vast difference in visual quality between the domains...
[ 1, 0, 0, 0, 0, 0 ]
Title: Dynamic Curriculum Learning for Imbalanced Data Classification, Abstract: Human attribute analysis is a challenging task in the field of computer vision, since the data is largely imbalance-distributed. Common techniques such as re-sampling and cost-sensitive learning require prior-knowledge to train the system....
[ 1, 0, 0, 0, 0, 0 ]
Title: Causal Discovery in the Presence of Measurement Error: Identifiability Conditions, Abstract: Measurement error in the observed values of the variables can greatly change the output of various causal discovery methods. This problem has received much attention in multiple fields, but it is not clear to what extent...
[ 1, 0, 0, 1, 0, 0 ]
Title: Elliptic fibrations on covers of the elliptic modular surface of level 5, Abstract: We consider the K3 surfaces that arise as double covers of the elliptic modular surface of level 5, $R_{5,5}$. Such surfaces have a natural elliptic fibration induced by the fibration on $R_{5,5}$. Moreover, they admit several ot...
[ 0, 0, 1, 0, 0, 0 ]
Title: A wide field-of-view crossed Dragone optical system using the anamorphic aspherical surfaces, Abstract: A side-fed crossed Dragone telescope provides a wide field-of-view. This type of a telescope is commonly employed in the measurement of cosmic microwave background (CMB) polarization, which requires an image-s...
[ 0, 1, 0, 0, 0, 0 ]
Title: On the variance of internode distance under the multispecies coalescent, Abstract: We consider the problem of estimating species trees from unrooted gene tree topologies in the presence of incomplete lineage sorting, a common phenomenon that creates gene tree heterogeneity in multilocus datasets. One popular cla...
[ 0, 0, 0, 0, 1, 0 ]
Title: Online Human Gesture Recognition using Recurrent Neural Networks and Wearable Sensors, Abstract: Gestures are a natural communication modality for humans. The ability to interpret gestures is fundamental for robots aiming to naturally interact with humans. Wearable sensors are promising to monitor human activity...
[ 1, 0, 0, 0, 0, 0 ]
Title: Machine Learning Topological Invariants with Neural Networks, Abstract: In this Letter we supervisedly train neural networks to distinguish different topological phases in the context of topological band insulators. After training with Hamiltonians of one-dimensional insulators with chiral symmetry, the neural n...
[ 1, 1, 0, 0, 0, 0 ]
Title: Parallel Markov Chain Monte Carlo for the Indian Buffet Process, Abstract: Indian Buffet Process based models are an elegant way for discovering underlying features within a data set, but inference in such models can be slow. Inferring underlying features using Markov chain Monte Carlo either relies on an uncoll...
[ 0, 0, 0, 1, 0, 0 ]
Title: Bootstrapping a Lexicon for Emotional Arousal in Software Engineering, Abstract: Emotional arousal increases activation and performance but may also lead to burnout in software development. We present the first version of a Software Engineering Arousal lexicon (SEA) that is specifically designed to address the p...
[ 1, 0, 0, 0, 0, 0 ]
Title: Early Solar System irradiation quantified by linked vanadium and beryllium isotope variations in meteorites, Abstract: X-ray emission in young stellar objects (YSOs) is orders of magnitude more intense than in main sequence stars1,2, suggestive of cosmic ray irradiation of surrounding accretion disks. Protoplane...
[ 0, 1, 0, 0, 0, 0 ]
Title: Two classes of nonlocal Evolution Equations related by a shared Traveling Wave Problem, Abstract: We consider reaction-diffusion equations and Korteweg-de Vries-Burgers (KdVB) equations, i.e. scalar conservation laws with diffusive-dispersive regularization. We review the existence of traveling wave solutions fo...
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Title: HornDroid: Practical and Sound Static Analysis of Android Applications by SMT Solving, Abstract: We present HornDroid, a new tool for the static analysis of information flow properties in Android applications. The core idea underlying HornDroid is to use Horn clauses for soundly abstracting the semantics of Andr...
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