text stringlengths 57 2.88k | labels listlengths 6 6 |
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Title: Biomedical Event Trigger Identification Using Bidirectional Recurrent Neural Network Based Models,
Abstract: Biomedical events describe complex interactions between various biomedical
entities. Event trigger is a word or a phrase which typically signifies the
occurrence of an event. Event trigger identification ... | [
1,
0,
0,
0,
0,
0
] |
Title: Method of Reduction of Variables for Bilinear Matrix Inequality Problems in System and Control Designs,
Abstract: Bilinear matrix inequality (BMI) problems in system and control designs are
investigated in this paper. A solution method of reduction of variables (MRVs)
is proposed. This method consists of a princ... | [
1,
0,
0,
0,
0,
0
] |
Title: The Observability Concept in a Class of Hybrid Control systems,
Abstract: In the discrete modeling approach for hybrid control systems, the continuous
plant is reduced to a discrete event approximation, called the DES-plant, that
is governed by a discrete event system, representing the controller. The
observabil... | [
1,
0,
1,
0,
0,
0
] |
Title: A study of posture judgement on vehicles using wearable acceleration sensor,
Abstract: We study methods to estimate drivers' posture in vehicles using acceleration
data of wearable sensor and conduct field tests. To prevent fatal accidents,
demands for safety management of bus and taxi are high. However, acceler... | [
1,
0,
0,
0,
0,
0
] |
Title: Smoothed nonparametric two-sample tests,
Abstract: We propose new smoothed median and the Wilcoxon's rank sum test. As is
pointed out by Maesono et al.(2016), some nonparametric discrete tests have a
problem with their significance probability. Because of this problem, the
selection of the median and the Wilcoxo... | [
0,
0,
1,
1,
0,
0
] |
Title: A stack-vector routing protocol for automatic tunneling,
Abstract: In a network, a tunnel is a part of a path where a protocol is encapsulated
in another one. A tunnel starts with an encapsulation and ends with the
corresponding decapsulation. Several tunnels can be nested at some stage,
forming a protocol stack... | [
1,
0,
0,
0,
0,
0
] |
Title: Inferring Narrative Causality between Event Pairs in Films,
Abstract: To understand narrative, humans draw inferences about the underlying
relations between narrative events. Cognitive theories of narrative
understanding define these inferences as four different types of causality,
that include pairs of events A... | [
1,
0,
0,
0,
0,
0
] |
Title: On Hom-Gerstenhaber algebras and Hom-Lie algebroids,
Abstract: We define the notion of hom-Batalin-Vilkovisky algebras and strong
differential hom-Gerstenhaber algebras as a special class of hom-Gerstenhaber
algebras and provide canonical examples associated to some well-known
hom-structures. Representations of ... | [
0,
0,
1,
0,
0,
0
] |
Title: Supercongruences between truncated ${}_3F_2$ hypergeometric series,
Abstract: We establish four supercongruences between truncated ${}_3F_2$ hypergeometric
series involving $p$-adic Gamma functions, which extend some of the
Rodriguez-Villegas supercongruences. | [
0,
0,
1,
0,
0,
0
] |
Title: Indoor Localization Using Visible Light Via Fusion Of Multiple Classifiers,
Abstract: A multiple classifiers fusion localization technique using received signal
strengths (RSSs) of visible light is proposed, in which the proposed system
transmits different intensity modulated sinusoidal signals by LEDs and the
s... | [
1,
0,
0,
1,
0,
0
] |
Title: Data Fusion Reconstruction of Spatially Embedded Complex Networks,
Abstract: We introduce a kernel Lasso (kLasso) optimization that simultaneously
accounts for spatial regularity and network sparsity to reconstruct spatial
complex networks from data. Through a kernel function, the proposed approach
exploits spat... | [
0,
1,
0,
1,
0,
0
] |
Title: Interpreting Classifiers through Attribute Interactions in Datasets,
Abstract: In this work we present the novel ASTRID method for investigating which
attribute interactions classifiers exploit when making predictions. Attribute
interactions in classification tasks mean that two or more attributes together
provi... | [
1,
0,
0,
1,
0,
0
] |
Title: Testing approximate predictions of displacements of cosmological dark matter halos,
Abstract: We present a test to quantify how well some approximate methods, designed to
reproduce the mildly non-linear evolution of perturbations, are able to
reproduce the clustering of DM halos once the grouping of particles in... | [
0,
1,
0,
0,
0,
0
] |
Title: Efficient and Secure Routing Protocol for WSN-A Thesis,
Abstract: Advances in Wireless Sensor Network (WSN) have provided the availability of
small and low-cost sensors with the capability of sensing various types of
physical and environmental conditions, data processing, and wireless
communication. Since WSN pr... | [
1,
0,
0,
0,
0,
0
] |
Title: A convex formulation of traffic dynamics on transportation networks,
Abstract: This article proposes a numerical scheme for computing the evolution of
vehicular traffic on a road network over a finite time horizon. The traffic
dynamics on each link is modeled by the Hamilton-Jacobi (HJ) partial
differential equa... | [
0,
1,
1,
0,
0,
0
] |
Title: Computational and informatics advances for reproducible data analysis in neuroimaging,
Abstract: The reproducibility of scientific research has become a point of critical
concern. We argue that openness and transparency are critical for
reproducibility, and we outline an ecosystem for open and transparent scienc... | [
0,
0,
0,
0,
1,
0
] |
Title: New constraints on the millimetre emission of six debris disks,
Abstract: The presence of dusty debris around main sequence stars denotes the existence
of planetary systems. Such debris disks are often identified by the presence of
excess continuum emission at infrared and (sub-)millimetre wavelengths, with
meas... | [
0,
1,
0,
0,
0,
0
] |
Title: Connected Vehicular Transportation: Data Analytics and Traffic-dependent Networking,
Abstract: With onboard operating systems becoming increasingly common in vehicles, the
real-time broadband infotainment and Intelligent Transportation System (ITS)
service applications in fast-motion vehicles become ever demandi... | [
1,
0,
0,
0,
0,
0
] |
Title: Strongly ergodic equivalence relations: spectral gap and type III invariants,
Abstract: We obtain a spectral gap characterization of strongly ergodic equivalence
relations on standard measure spaces. We use our spectral gap criterion to
prove that a large class of skew-product equivalence relations arising from
... | [
0,
0,
1,
0,
0,
0
] |
Title: Mixtures of Skewed Matrix Variate Bilinear Factor Analyzers,
Abstract: Clustering is the process of finding and analyzing underlying group structure
in data. In recent years, data as become increasingly higher dimensional and,
therefore, an increased need has arisen for dimension reduction techniques for
cluster... | [
0,
0,
0,
1,
0,
0
] |
Title: Transfer Learning to Learn with Multitask Neural Model Search,
Abstract: Deep learning models require extensive architecture design exploration and
hyperparameter optimization to perform well on a given task. The exploration of
the model design space is often made by a human expert, and optimized using a
combina... | [
1,
0,
0,
1,
0,
0
] |
Title: Counterintuitive Reconstruction of the Polar O-Terminated ZnO Surface With Zinc Vacancies and Hydrogen,
Abstract: Understanding the structure of ZnO surface reconstructions and their
resultant properties is crucial to the rational design of ZnO-containing
devices ranging from optoelectronics to catalysts. Here, ... | [
0,
1,
0,
0,
0,
0
] |
Title: Decomposing the Quantile Ratio Index with applications to Australian income and wealth data,
Abstract: The quantile ratio index introduced by Prendergast and Staudte 2017 is a
simple and effective measure of relative inequality for income data that is
resistant to outliers. It measures the average relative dista... | [
0,
0,
0,
1,
0,
0
] |
Title: Metamorphic Moving Horizon Estimation,
Abstract: This paper considers a practical scenario where a classical estimation method
might have already been implemented on a certain platform when one tries to
apply more advanced techniques such as moving horizon estimation (MHE). We are
interested to utilize MHE to up... | [
1,
0,
0,
0,
0,
0
] |
Title: Erosion distance for generalized persistence modules,
Abstract: The persistence diagram of Cohen-Steiner, Edelsbrunner, and Harer was
recently generalized by Patel to the case of constructible persistence modules
with values in a symmetric monoidal category with images. Patel also introduced
a distance for persi... | [
0,
0,
1,
0,
0,
0
] |
Title: Real representations of finite symplectic groups over fields of characteristic two,
Abstract: We prove that when $q$ is a power of $2$, every complex irreducible
representation of $\mathrm{Sp}(2n, \mathbb{F}_q)$ may be defined over the real
numbers, that is, all Frobenius-Schur indicators are 1. We also obtain a... | [
0,
0,
1,
0,
0,
0
] |
Title: Risk measure estimation for $β$-mixing time series and applications,
Abstract: In this paper, we discuss the application of extreme value theory in the
context of stationary $\beta$-mixing sequences that belong to the Fréchet
domain of attraction. In particular, we propose a methodology to construct
bias-correct... | [
0,
0,
1,
1,
0,
0
] |
Title: Neural Task Programming: Learning to Generalize Across Hierarchical Tasks,
Abstract: In this work, we propose a novel robot learning framework called Neural Task
Programming (NTP), which bridges the idea of few-shot learning from
demonstration and neural program induction. NTP takes as input a task
specification... | [
1,
0,
0,
0,
0,
0
] |
Title: Towards Planning and Control of Hybrid Systems with Limit Cycle using LQR Trees,
Abstract: We present a multi-query recovery policy for a hybrid system with goal limit
cycle. The sample trajectories and the hybrid limit cycle of the dynamical
system are stabilized using locally valid Time Varying LQR controller ... | [
1,
0,
0,
0,
0,
0
] |
Title: The Observable Properties of Cool Winds from Galaxies, AGN, and Star Clusters. I. Theoretical Framework,
Abstract: Winds arising from galaxies, star clusters, and active galactic nuclei are
crucial players in star and galaxy formation, but it has proven remarkably
difficult to use observations of them to determi... | [
0,
1,
0,
0,
0,
0
] |
Title: Representation Learning and Pairwise Ranking for Implicit Feedback in Recommendation Systems,
Abstract: In this paper, we propose a novel ranking framework for collaborative
filtering with the overall aim of learning user preferences over items by
minimizing a pairwise ranking loss. We show the minimization prob... | [
1,
0,
0,
1,
0,
0
] |
Title: On the Sublinear Regret of Distributed Primal-Dual Algorithms for Online Constrained Optimization,
Abstract: This paper introduces consensus-based primal-dual methods for distributed
online optimization where the time-varying system objective function
$f_t(\mathbf{x})$ is given as the sum of local agents' object... | [
0,
0,
1,
0,
0,
0
] |
Title: On the Underapproximation of Reach Sets of Abstract Continuous-Time Systems,
Abstract: We consider the problem of proving that each point in a given set of states
("target set") can indeed be reached by a given nondeterministic
continuous-time dynamical system from some initial state. We consider this
problem fo... | [
1,
0,
0,
0,
0,
0
] |
Title: A Bayesian nonparametric approach to log-concave density estimation,
Abstract: The estimation of a log-concave density on $\mathbb{R}$ is a canonical
problem in the area of shape-constrained nonparametric inference. We present a
Bayesian nonparametric approach to this problem based on an exponentiated
Dirichlet ... | [
0,
0,
1,
1,
0,
0
] |
Title: A Complete Characterization of the 1-Dimensional Intrinsic Cech Persistence Diagrams for Metric Graphs,
Abstract: Metric graphs are special types of metric spaces used to model and represent
simple, ubiquitous, geometric relations in data such as biological networks,
social networks, and road networks. We are in... | [
0,
0,
1,
0,
0,
0
] |
Title: Critical exponent $ω$ in the Gross-Neveu-Yukawa model at $O(1/N)$,
Abstract: The critcal exponent $\omega$ is evaluated at $O(1/N)$ in $d$-dimensions in
the Gross-Neveu model using the large $N$ critical point formalism. It is shown
to be in agreement with the recently determined three loop $\beta$-functions of
... | [
0,
1,
0,
0,
0,
0
] |
Title: Path Planning for Multiple Heterogeneous Unmanned Vehicles with Uncertain Service Times,
Abstract: This article presents a framework and develops a formulation to solve a path
planning problem for multiple heterogeneous Unmanned Vehicles (UVs) with
uncertain service times for each vehicle--target pair. The vehic... | [
1,
0,
1,
0,
0,
0
] |
Title: Dropout-based Active Learning for Regression,
Abstract: Active learning is relevant and challenging for high-dimensional regression
models when the annotation of the samples is expensive. Yet most of the
existing sampling methods cannot be applied to large-scale problems, consuming
too much time for data process... | [
0,
0,
0,
1,
0,
0
] |
Title: BARCHAN: Blob Alignment for Robust CHromatographic ANalysis,
Abstract: Comprehensive Two dimensional gas chromatography (GCxGC) plays a central role
into the elucidation of complex samples. The automation of the identification
of peak areas is of prime interest to obtain a fast and repeatable analysis of
chromat... | [
1,
1,
0,
0,
0,
0
] |
Title: Complex waveguide based on a magneto-optic layer and a dielectric photonic crystal,
Abstract: We theoretically investigate the dispersion and polarization properties of
the electromagnetic waves in a multi-layered structure composed of a
magneto-optic waveguide on dielectric substrate covered by one-dimensional
... | [
0,
1,
0,
0,
0,
0
] |
Title: The Consciousness Prior,
Abstract: A new prior is proposed for representation learning, which can be combined
with other priors in order to help disentangling abstract factors from each
other. It is inspired by the phenomenon of consciousness seen as the formation
of a low-dimensional combination of a few concep... | [
1,
0,
0,
1,
0,
0
] |
Title: Some Time-changed fractional Poisson processes,
Abstract: In this paper, we study the fractional Poisson process (FPP) time-changed by
an independent Lévy subordinator and the inverse of the Lévy subordinator,
which we call TCFPP-I and TCFPP-II, respectively. Various distributional
properties of these processes ... | [
0,
0,
1,
0,
0,
0
] |
Title: Hybrid Indexes to Expedite Spatial-Visual Search,
Abstract: Due to the growth of geo-tagged images, recent web and mobile applications
provide search capabilities for images that are similar to a given query image
and simultaneously within a given geographical area. In this paper, we focus on
designing index str... | [
1,
0,
0,
0,
0,
0
] |
Title: Model compression for faster structural separation of macromolecules captured by Cellular Electron Cryo-Tomography,
Abstract: Electron Cryo-Tomography (ECT) enables 3D visualization of macromolecule
structure inside single cells. Macromolecule classification approaches based on
convolutional neural networks (CNN... | [
0,
0,
0,
1,
1,
0
] |
Title: Low quasiparticle coherence temperature in the one band-Hubbard model: A slave-boson approach,
Abstract: We use the Kotliar-Ruckenstein slave-boson formalism to study the temperature
dependence of paramagnetic phases of the one-band Hubbard model for a variety
of band structures. We calculate the Fermi liquid qu... | [
0,
1,
0,
0,
0,
0
] |
Title: A Note on Iterated Consistency and Infinite Proofs,
Abstract: Schmerl and Beklemishev's work on iterated reflection achieves two aims: It
introduces the important notion of $\Pi^0_1$-ordinal, characterizing the
$\Pi^0_1$-theorems of a theory in terms of transfinite iterations of
consistency; and it provides an i... | [
0,
0,
1,
0,
0,
0
] |
Title: Asynchronous Coordinate Descent under More Realistic Assumptions,
Abstract: Asynchronous-parallel algorithms have the potential to vastly speed up
algorithms by eliminating costly synchronization. However, our understanding to
these algorithms is limited because the current convergence of asynchronous
(block) co... | [
0,
0,
1,
0,
0,
0
] |
Title: Deep Reinforcement Learning for Event-Driven Multi-Agent Decision Processes,
Abstract: The incorporation of macro-actions (temporally extended actions) into
multi-agent decision problems has the potential to address the curse of
dimensionality associated with such decision problems. Since macro-actions last
for ... | [
1,
0,
0,
0,
0,
0
] |
Title: Early Salient Region Selection Does Not Drive Rapid Visual Categorization,
Abstract: The current dominant visual processing paradigm in both human and machine
research is the feedforward, layered hierarchy of neural-like processing
elements. Within this paradigm, visual saliency is seen by many to have a
specifi... | [
0,
0,
0,
0,
1,
0
] |
Title: Preference-based performance measures for Time-Domain Global Similarity method,
Abstract: For Time-Domain Global Similarity (TDGS) method, which transforms the data
cleaning problem into a binary classification problem about the physical
similarity between channels, directly adopting common performance measures
... | [
1,
0,
0,
0,
0,
0
] |
Title: On the Prospects for Detecting a Net Photon Circular Polarization Produced by Decaying Dark Matter,
Abstract: If dark matter interactions with Standard Model particles are $CP$-violating,
then dark matter annihilation/decay can produce photons with a net circular
polarization. We consider the prospects for exper... | [
0,
1,
0,
0,
0,
0
] |
Title: Are Bitcoin Bubbles Predictable? Combining a Generalized Metcalfe's Law and the LPPLS Model,
Abstract: We develop a strong diagnostic for bubbles and crashes in bitcoin, by
analyzing the coincidence (and its absence) of fundamental and technical
indicators. Using a generalized Metcalfe's law based on network pro... | [
0,
0,
0,
0,
0,
1
] |
Title: Variational approach for learning Markov processes from time series data,
Abstract: Inference, prediction and control of complex dynamical systems from time
series is important in many areas, including financial markets, power grid
management, climate and weather modeling, or molecular dynamics. The analysis
of ... | [
0,
0,
0,
1,
0,
0
] |
Title: A new class of ferromagnetic semiconductors with high Curie temperatures,
Abstract: Ferromagnetic semiconductors (FMSs), which have the properties and
functionalities of both semiconductors and ferromagnets, provide fascinating
opportunities for basic research in condensed matter physics and device
applications.... | [
0,
1,
0,
0,
0,
0
] |
Title: High-Fidelity, Single-Shot, Quantum-Logic-Assisted Readout in a Mixed-Species Ion Chain,
Abstract: We use a co-trapped ion ($^{88}\mathrm{Sr}^{+}$) to sympathetically cool and
measure the quantum state populations of a memory-qubit ion of a different
atomic species ($^{40}\mathrm{Ca}^{+}$) in a cryogenic, surfac... | [
0,
1,
0,
0,
0,
0
] |
Title: The Intertropical Convergence Zone,
Abstract: This activity has been developed as a resource for the "EU Space Awareness"
educational programme. As part of the suite "Our Fragile Planet" together with
the "Climate Box" it addresses aspects of weather phenomena, the Earth's
climate and climate change as well as E... | [
0,
1,
0,
0,
0,
0
] |
Title: Nonconvex Sparse Logistic Regression with Weakly Convex Regularization,
Abstract: In this work we propose to fit a sparse logistic regression model by a weakly
convex regularized nonconvex optimization problem. The idea is based on the
finding that a weakly convex function as an approximation of the $\ell_0$
pse... | [
1,
0,
0,
1,
0,
0
] |
Title: Inapproximability of the independent set polynomial in the complex plane,
Abstract: We study the complexity of approximating the independent set polynomial
$Z_G(\lambda)$ of a graph $G$ with maximum degree $\Delta$ when the activity
$\lambda$ is a complex number.
This problem is already well understood when $\la... | [
1,
0,
0,
0,
0,
0
] |
Title: Bounds on harmonic radius and limits of manifolds with bounded Bakry-Émery Ricci curvature,
Abstract: Under the usual condition that the volume of a geodesic ball is close to the
Euclidean one or the injectivity radii is bounded from below, we prove a lower
bound of the $C^{\alpha} W^{1, q}$ harmonic radius for ... | [
0,
0,
1,
0,
0,
0
] |
Title: Adversarial Attacks on Neural Networks for Graph Data,
Abstract: Deep learning models for graphs have achieved strong performance for the task
of node classification. Despite their proliferation, currently there is no
study of their robustness to adversarial attacks. Yet, in domains where they
are likely to be u... | [
0,
0,
0,
1,
0,
0
] |
Title: Electromagnetic energy, momentum and forces in a dielectric medium with losses,
Abstract: From the energy-momentum tensors of the electromagnetic field and the
mechanical energy-momentum, the equations of energy conservation and balance of
electromagnetic and mechanical forces are obtained. The equation for the
... | [
0,
1,
0,
0,
0,
0
] |
Title: Multiplication and Presence of Shielding Material from Time-Correlated Pulse-Height Measurements of Subcritical Plutonium Assemblies,
Abstract: We present the results from the first measurements of the Time-Correlated
Pulse-Height (TCPH) distributions from 4.5 kg sphere of $\alpha$-phase
weapons-grade plutonium ... | [
0,
1,
0,
0,
0,
0
] |
Title: An Efficiently Searchable Encrypted Data Structure for Range Queries,
Abstract: At CCS 2015 Naveed et al. presented first attacks on efficiently searchable
encryption, such as deterministic and order-preserving encryption. These
plaintext guessing attacks have been further improved in subsequent work, e.g.
by Gr... | [
1,
0,
0,
0,
0,
0
] |
Title: Identifying Vessel Branching from Fluid Stresses on Microscopic Robots,
Abstract: Objects moving in fluids experience patterns of stress on their surfaces
determined by the geometry of nearby boundaries. Flows at low Reynolds number,
as occur in microscopic vessels such as capillaries in biological tissues, have... | [
1,
0,
0,
0,
0,
0
] |
Title: Iteration of Quadratic Polynomials Over Finite Fields,
Abstract: For a finite field of odd cardinality $q$, we show that the sequence of
iterates of $aX^2+c$, starting at $0$, always recurs after $O(q/\log\log q)$
steps. For $X^2+1$ the same is true for any starting value. We suggest that the
traditional "Birthd... | [
0,
0,
1,
0,
0,
0
] |
Title: Constraints on the Growth and Spin of the Supermassive Black Hole in M32 From High Cadence Visible Light Observations,
Abstract: We present 1-second cadence observations of M32 (NGC221) with the CHIMERA
instrument at the Hale 200-inch telescope of the Palomar Observatory. Using
field stars as a baseline for rela... | [
0,
1,
0,
0,
0,
0
] |
Title: Sampling for Approximate Bipartite Network Projection,
Abstract: Bipartite networks manifest as a stream of edges that represent transactions,
e.g., purchases by retail customers. Many machine learning applications employ
neighborhood-based measures to characterize the similarity among the nodes,
such as the pai... | [
1,
0,
1,
0,
0,
0
] |
Title: Navigate, Understand, Communicate: How Developers Locate Performance Bugs,
Abstract: Background: Performance bugs can lead to severe issues regarding computation
efficiency, power consumption, and user experience. Locating these bugs is a
difficult task because developers have to judge for every costly operation... | [
1,
0,
0,
0,
0,
0
] |
Title: Deep Multi-View Spatial-Temporal Network for Taxi Demand Prediction,
Abstract: Taxi demand prediction is an important building block to enabling intelligent
transportation systems in a smart city. An accurate prediction model can help
the city pre-allocate resources to meet travel demand and to reduce empty taxi... | [
0,
0,
0,
1,
0,
0
] |
Title: A description length approach to determining the number of k-means clusters,
Abstract: We present an asymptotic criterion to determine the optimal number of
clusters in k-means. We consider k-means as data compression, and propose to
adopt the number of clusters that minimizes the estimated description length
af... | [
1,
0,
0,
1,
0,
0
] |
Title: Complementary legs and rational balls,
Abstract: In this note we study the Seifert rational homology spheres with two
complementary legs, i.e. with a pair of invariants whose fractions add up to
one. We give a complete classification of the Seifert manifolds with 3
exceptional fibers and two complementary legs w... | [
0,
0,
1,
0,
0,
0
] |
Title: Gravitational Waves from Stellar Black Hole Binaries and the Impact on Nearby Sun-like Stars,
Abstract: We investigate the impact of resonant gravitational waves on quadrupole
acoustic modes of Sun-like stars located nearby stellar black hole binary
systems (such as GW150914 and GW151226). We find that the stimu... | [
0,
1,
0,
0,
0,
0
] |
Title: Galaxy Rotation and Supermassive Black Hole Binary Evolution,
Abstract: Supermassive black hole (SMBH) binaries residing at the core of merging
galaxies are recently found to be strongly affected by the rotation of their
host galaxies. The highly eccentric orbits that form when the host is
counterrotating emit s... | [
0,
1,
0,
0,
0,
0
] |
Title: A Formal Approach to Exploiting Multi-Stage Attacks based on File-System Vulnerabilities of Web Applications (Extended Version),
Abstract: Web applications require access to the file-system for many different tasks.
When analyzing the security of a web application, secu- rity analysts should
thus consider the im... | [
1,
0,
0,
0,
0,
0
] |
Title: Multiple Access Wiretap Channel with Noiseless Feedback,
Abstract: The physical layer security in the up-link of the wireless communication
systems is often modeled as the multiple access wiretap channel (MAC-WT), and
recently it has received a lot attention. In this paper, the MAC-WT has been
re-visited by cons... | [
1,
0,
1,
0,
0,
0
] |
Title: Inter-Subject Analysis: Inferring Sparse Interactions with Dense Intra-Graphs,
Abstract: We develop a new modeling framework for Inter-Subject Analysis (ISA). The
goal of ISA is to explore the dependency structure between different subjects
with the intra-subject dependency as nuisance. It has important applicat... | [
0,
0,
1,
1,
0,
0
] |
Title: Nesterov's Acceleration For Approximate Newton,
Abstract: Optimization plays a key role in machine learning. Recently, stochastic
second-order methods have attracted much attention due to their low
computational cost in each iteration. However, these algorithms might perform
poorly especially if it is hard to ap... | [
1,
0,
0,
0,
0,
0
] |
Title: Color difference makes a difference: four planet candidates around tau Ceti,
Abstract: The removal of noise typically correlated in time and wavelength is one of
the main challenges for using the radial velocity method to detect Earth
analogues. We analyze radial velocity data of tau Ceti and find robust evidenc... | [
0,
1,
0,
0,
0,
0
] |
Title: Measuring and avoiding side effects using relative reachability,
Abstract: How can we design reinforcement learning agents that avoid causing
unnecessary disruptions to their environment? We argue that current approaches
to penalizing side effects can introduce bad incentives in tasks that require
irreversible a... | [
0,
0,
0,
1,
0,
0
] |
Title: Born Again Neural Networks,
Abstract: Knowledge distillation (KD) consists of transferring knowledge from one
machine learning model (the teacher}) to another (the student). Commonly, the
teacher is a high-capacity model with formidable performance, while the student
is more compact. By transferring knowledge, o... | [
0,
0,
0,
1,
0,
0
] |
Title: Exploit Kits: The production line of the Cybercrime Economy,
Abstract: The annual cost of Cybercrime to the global economy is estimated to be around
400 billion dollar in support of which Exploit Kits have been providing
enabling technology.This paper reviews the recent developments in Exploit Kit
capability and... | [
1,
0,
0,
0,
0,
0
] |
Title: Helicity locking in light emitted from a plasmonic nanotaper,
Abstract: Surface plasmon waves carry an intrinsic transverse spin, which is locked to
its propagation direction. Apparently, when a singular plasmonic mode is guided
on a conic surface this spin-locking may lead to a strong circular polarization
of t... | [
0,
1,
0,
0,
0,
0
] |
Title: Declarative Statistics,
Abstract: In this work we introduce declarative statistics, a suite of declarative
modelling tools for statistical analysis. Statistical constraints represent the
key building block of declarative statistics. First, we introduce a range of
relevant counting and matrix constraints and asso... | [
1,
0,
0,
1,
0,
0
] |
Title: ABC of ladder operators for rationally extended quantum harmonic oscillator systems,
Abstract: The problem of construction of ladder operators for rationally extended
quantum harmonic oscillator (REQHO) systems of a general form is investigated
in the light of existence of different schemes of the Darboux-Crum-K... | [
0,
1,
1,
0,
0,
0
] |
Title: On permutation-invariance of limit theorems,
Abstract: By a classical principle of probability theory, sufficiently thin
subsequences of general sequences of random variables behave like i.i.d.\
sequences. This observation not only explains the remarkable properties of
lacunary trigonometric series, but also pro... | [
0,
0,
1,
0,
0,
0
] |
Title: Superconductivity at 33 - 37 K in $ALn_2$Fe$_4$As$_4$O$_2$ ($A$ = K and Cs; $Ln$ = Lanthanides),
Abstract: We have synthesized 10 new iron oxyarsenides, K$Ln_2$Fe$_4$As$_4$O$_2$ ($Ln$
= Gd, Tb, Dy, and Ho) and Cs$Ln_2$Fe$_4$As$_4$O$_2$ ($Ln$ = Nd, Sm, Gd, Tb, Dy,
and Ho), with the aid of lattice-match [between $... | [
0,
1,
0,
0,
0,
0
] |
Title: The Cooperative Output Regulation Problem of Discrete-Time Linear Multi-Agent Systems by the Adaptive Distributed Observer,
Abstract: In this paper, we first present an adaptive distributed observer for a
discrete-time leader system. This adaptive distributed observer will provide,
to each follower, not only the... | [
0,
0,
1,
0,
0,
0
] |
Title: Continuous Learning in Single-Incremental-Task Scenarios,
Abstract: It was recently shown that architectural, regularization and rehearsal
strategies can be used to train deep models sequentially on a number of
disjoint tasks without forgetting previously acquired knowledge. However, these
strategies are still u... | [
0,
0,
0,
1,
0,
0
] |
Title: Dynamic Bernoulli Embeddings for Language Evolution,
Abstract: Word embeddings are a powerful approach for unsupervised analysis of
language. Recently, Rudolph et al. (2016) developed exponential family
embeddings, which cast word embeddings in a probabilistic framework. Here, we
develop dynamic embeddings, buil... | [
1,
0,
0,
1,
0,
0
] |
Title: Homotopy Decompositions of Gauge Groups over Real Surfaces,
Abstract: We analyse the homotopy types of gauge groups of principal U(n)-bundles
associated to pseudo Real vector bundles in the sense of Atiyah. We provide
satisfactory homotopy decompositions of these gauge groups into factors in
which the homotopy g... | [
0,
0,
1,
0,
0,
0
] |
Title: Comparing Classical and Relativistic Kinematics in First-Order Logic,
Abstract: The aim of this paper is to present a new logic-based understanding of the
connection between classical kinematics and relativistic kinematics. We show
that the axioms of special relativity can be interpreted in the language of
class... | [
0,
0,
1,
0,
0,
0
] |
Title: Anomalous Acoustic Plasmon Mode from Topologically Protected States,
Abstract: Plasmons, the collective excitations of electrons in the bulk or at the
surface, play an important role in the properties of materials, and have
generated the field of Plasmonics. We report the observation of a highly
unusual acoustic... | [
0,
1,
0,
0,
0,
0
] |
Title: Towards Gene Expression Convolutions using Gene Interaction Graphs,
Abstract: We study the challenges of applying deep learning to gene expression data. We
find experimentally that there exists non-linear signal in the data, however is
it not discovered automatically given the noise and low numbers of samples us... | [
0,
0,
0,
1,
1,
0
] |
Title: Publication Trends in Physics Education: A Bibliometric study,
Abstract: A publication trend in Physics Education by employing bibliometric analysis
leads the researchers to describe current scientific movement. This paper tries
to answer "What do Physics education scientists concentrate in their
publications?" ... | [
1,
1,
0,
0,
0,
0
] |
Title: Unveiling Swarm Intelligence with Network Science$-$the Metaphor Explained,
Abstract: Self-organization is a natural phenomenon that emerges in systems with a
large number of interacting components. Self-organized systems show robustness,
scalability, and flexibility, which are essential properties when handling... | [
1,
0,
0,
0,
0,
0
] |
Title: Chaos and thermalization in small quantum systems,
Abstract: Chaos and ergodicity are the cornerstones of statistical physics and
thermodynamics. While classically even small systems like a particle in a
two-dimensional cavity, can exhibit chaotic behavior and thereby relax to a
microcanonical ensemble, quantum ... | [
0,
1,
0,
0,
0,
0
] |
Title: Goldstone-like phonon modes in a (111)-strained perovskite,
Abstract: Goldstone modes are massless particles resulting from spontaneous symmetry
breaking. Although such modes are found in elementary particle physics as well
as in condensed matter systems like superfluid helium, superconductors and
magnons - stru... | [
0,
1,
0,
0,
0,
0
] |
Title: SUBIC: A Supervised Bi-Clustering Approach for Precision Medicine,
Abstract: Traditional medicine typically applies one-size-fits-all treatment for the
entire patient population whereas precision medicine develops tailored
treatment schemes for different patient subgroups. The fact that some factors
may be more ... | [
1,
0,
0,
1,
0,
0
] |
Title: Image Reconstruction using Matched Wavelet Estimated from Data Sensed Compressively using Partial Canonical Identity Matrix,
Abstract: This paper proposes a joint framework wherein lifting-based, separable,
image-matched wavelets are estimated from compressively sensed (CS) images and
used for the reconstruction... | [
1,
0,
0,
0,
0,
0
] |
Title: Python Implementation and Construction of Finite Abelian Groups,
Abstract: Here we present a working framework to establish finite abelian groups in
python. The primary aim is to allow new A-level students to work with examples
of finite abelian groups using open source software. We include the code used
in the ... | [
1,
0,
1,
0,
0,
0
] |
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