
A study of the effect of the illumination model on the generation of synthetic training datasets
The use of computer generated images to train Deep Neural Networks is a ...
read it

Generalization Study of Quantum Neural Network
Generalization is an important feature of neural network, and there have...
read it

Malicious Experts versus the multiplicative weights algorithm in online prediction
We consider a prediction problem with two experts and a forecaster. We a...
read it

Complexity of treecoloring interval graphs equitably
An equitable treekcoloring of a graph is a vertex kcoloring such that...
read it

Private and CommunicationEfficient Edge Learning: A Sparse Differential GaussianMasking Distributed SGD Approach
With rise of machine learning (ML) and the proliferation of smart mobile...
read it

Synthesizing Queries via Interactive Sketching
We propose a novel approach to program synthesis, focusing on synthesizi...
read it

ResNetX: a more disordered and deeper network architecture
Designing efficient network structures has always been the core content ...
read it

CommunicationEfficient NetworkDistributed Optimization with DifferentialCoded Compressors
Networkdistributed optimization has attracted significant attention in ...
read it

Dynamic list coloring of 1planar graphs
A graph is kplanar if it can be drawn in the plane so that each edge is...
read it

FiniteTime 4Expert Prediction Problem
We explicitly solve the nonlinear PDE that is the continuous limit of dy...
read it

Blockchain for Future Smart Grid: A Comprehensive Survey
The concept of smart grid has been introduced as a new vision of the con...
read it

AirWriting Translater: A Novel Unsupervised Domain Adaptation Method for InertiaTrajectory Translation of Inair Handwriting
As a new way of humancomputer interaction, inertial sensor based inair...
read it

The structure and the list 3dynamic coloring of outer1planar graphs
An outer1planar graph is a graph admitting a drawing in the plane for ...
read it

Graph Clustering in All Parameter Regimes
Resolution parameters in graph clustering represent a size and quality t...
read it

ByzantineResilient Stochastic Gradient Descent for Distributed Learning: A LipschitzInspired Coordinatewise Median Approach
In this work, we consider the resilience of distributed algorithms based...
read it

Equitable partition of graphs into induced linear forests
It is proved that the vertex set of any simple graph G can be equitably ...
read it

Light edges in 1planar graphs of minimum degree 3
A graph is 1planar if it can be drawn in the plane so that each edge is...
read it

Equitable treeO(d)coloring of ddegenerate graphs
An equitable treekcoloring of a graph is a vertex coloring on k colors...
read it

Equitable vertex arboricity of ddegenerate graphs
A minimization problem in graph theory socalled the equitable treecolo...
read it

Neural Machine Reading Comprehension: Methods and Trends
Machine Reading Comprehension (MRC), which requires the machine to answe...
read it

Machine Reading Comprehension: a Literature Review
Machine reading comprehension aims to teach machines to understand a tex...
read it

Simultaneous induction of SSMVEP and SMR Using a Gaiting video stimulus: a novel hybrid braincomputer interface
We proposed a novel visual stimulus for braincomputer interface. The st...
read it

Distributed Linear Model Clustering over Networks: A TreeBased FusedLasso ADMM Approach
In this work, we consider to improve the model estimation efficiency by ...
read it

Watermark retrieval from 3D printed objects via synthetic data training
We present a deep neural network based method for the retrieval of water...
read it

TULIP: A Toolbox for Linear Discriminant Analysis with Penalties
Linear discriminant analysis (LDA) is a powerful tool in building classi...
read it

Spatial CUSUM for Signal Region Detection
Detecting weak clustered signal in spatial data is important but challen...
read it

The Random Conditional Distribution for HigherOrder Probabilistic Inference
The need to condition distributional properties such as expectation, var...
read it

Equitable partition of plane graphs with independent crossings into induced forests
The cluster of a crossing in a graph drawing on the plane is the set of ...
read it

Online Search Historyassisted Restart Strategy for Covariance Matrix Adaptation Evolution Strategy
Restart strategy helps the covariance matrix adaptation evolution strate...
read it

A structure of 1planar graph and its applications to coloring problems
A graph is 1planar if it can be drawn on a plane so that each edge is c...
read it

List edge coloring of outer1planar graphs
A graph is outer1planar if it can be drawn in the plane so that all ve...
read it

Secure and Efficiently Searchable IoT Communication Data Management Model: Using Blockchain as a new tool
With the rapid development of the Internet of things (IoT), more and mor...
read it

Compressed Distributed Gradient Descent: CommunicationEfficient Consensus over Networks
Network consensus optimization has received increasing attention in rece...
read it

Verifying Fairness Properties via Concentration
As machine learning systems are increasingly used to make real world leg...
read it

orthoDr: semiparametric dimension reduction via orthogonality constrained optimization
orthoDr is a package in R that solves dimension reduction problems using...
read it

Watermark Retrieval from 3D Printed Objects via Convolutional Neural Networks
We present a method for reading digital data embedded in planar 3D print...
read it

Skeletonbased Gesture Recognition Using Several Fully Connected Layers with Path Signature Features and Temporal Transformer Module
The skeleton based gesture recognition is gaining more popularity due to...
read it

Iterative Marginal Maximum Likelihood DOD and DOA Estimation for MIMO Radar in the Presence of SIRP Clutter
The spherically invariant random process (SIRP) clutter model is commonl...
read it

A note on the edge partition of graphs containing either a light edge or an alternating 2cycle
Let G_α be a hereditary graph class (i.e, every subgraph of G_α∈G_α belo...
read it

An efficient quantum circuits optimizing scheme compared with QISKit
Recently, the development of quantum chips has made great progress the...
read it

Taming Convergence for Asynchronous Stochastic Gradient Descent with Unbounded Delay in NonConvex Learning
Understanding the convergence performance of asynchronous stochastic gra...
read it

CovariateAdjusted Tensor Classification in HighDimensions
In contemporary scientific research, it is of great interest to predict ...
read it

Interpreting Neural Network Judgments via Minimal, Stable, and Symbolic Corrections
The paper describes a new algorithm to generate minimal, stable, and sym...
read it

Code Generation Techniques for Raw Data Processing
The motivation of the current study was to design an algorithm that can ...
read it

Sleep Stage Classification Based on Multilevel Feature Learning and Recurrent Neural Networks via Wearable Device
This paper proposes a practical approach for automatic sleep stage class...
read it

A note on the vertex arboricity of signed graphs
A signed treecoloring of a signed graph (G,σ) is a vertex coloring c so...
read it

Learning Multilevel Features For Sensorbased Human Action Recognition
This paper proposes a multilevel feature learning framework for human a...
read it

Blocking Collapsed Gibbs Sampler for Latent Dirichlet Allocation Models
The latent Dirichlet allocation (LDA) model is a widelyused latent vari...
read it

End to End Learning for SelfDriving Cars
We trained a convolutional neural network (CNN) to map raw pixels from a...
read it