
A sparse grid discrete ordinate discontinuous Galerkin method for the radiative transfer equation
The radiative transfer equation is a fundamental equation in transport t...
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Implementation of Polygonal Mesh Refinement in MATLAB
We present a simple and efficient MATLAB implementation of the local ref...
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An asymptotically compatible treatment of traction loading in linearly elastic peridynamic fracture
Meshfree discretizations of statebased peridynamic models are attractiv...
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Datadriven learning of nonlocal models: from highfidelity simulations to constitutive laws
We show that machine learning can improve the accuracy of simulations of...
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DAGs with No Fears: A Closer Look at Continuous Optimization for Learning Bayesian Networks
This paper reexamines a continuous optimization framework dubbed NOTEAR...
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FineTuning Pretrained Language Model with Weak Supervision: A ContrastiveRegularized SelfTraining Approach
Finetuned pretrained language models (LMs) achieve enormous success in...
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SeqMix: Augmenting Active Sequence Labeling via Sequence Mixup
Active learning is an important technique for lowresource sequence labe...
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MCMH: Learning MultiChain MultiHop Rules for Knowledge Graph Reasoning
Multihop reasoning approaches over knowledge graphs infer a missing rel...
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SumGNN: Multityped Drug Interaction Prediction via Efficient Knowledge Graph Summarization
Thanks to the increasing availability of drugdrug interactions (DDI) da...
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BOND: BERTAssisted OpenDomain Named Entity Recognition with Distant Supervision
We study the opendomain named entity recognition (NER) problem under di...
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Datadriven learning of robust nonlocal physics from highfidelity synthetic data
A key challenge to nonlocal models is the analytical complexity of deriv...
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Urban Anomaly Analytics: Description, Detection, and Prediction
Urban anomalies may result in loss of life or property if not handled pr...
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SPAN: A Stochastic Projected Approximate Newton Method
Secondorder optimization methods have desirable convergence properties....
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An Asymptotically Compatible Formulation for LocaltoNonlocal Coupling Problems without Overlapping Regions
In this paper we design and analyze an explicit partitioned procedure fo...
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Modeling LongRange Context for Concurrent Dialogue Acts Recognition
In dialogues, an utterance is a chain of consecutive sentences produced ...
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Local Graph Stability in Exponential Family Random Graph Models
Exponential family Random Graph Models (ERGMs) can be viewed as expressi...
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An Asymptotically Compatible Approach For NeumannType Boundary Condition On Nonlocal Problems
In this paper we consider 2D nonlocal diffusion models with a finite non...
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Tightly Coupled Secret Sharing and Its Application to Group Authentication
Group oriented applications are getting more and more popular in today's...
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Online Constraint Satisfaction via Tolls in MDP Congestion Games
We consider the toll design problem that arise for a game designer of a ...
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GumDrop at the DISRPT2019 Shared Task: A Model Stacking Approach to Discourse Unit Segmentation and Connective Detection
In this paper we present GumDrop, Georgetown University's entry at the D...
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DAGGNN: DAG Structure Learning with Graph Neural Networks
Learning a faithful directed acyclic graph (DAG) from samples of a joint...
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Tolling for Constraint Satisfaction in Markov Decision Process Congestion Games
Markov decision process (MDP) congestion game is an extension of classic...
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An Initial Step Towards Organ Transplantation Based on GitHub Repository
Organ transplantation, which is the utilization of codes directly relate...
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A New Analysis of Variance Reduced Stochastic Proximal Methods for Composite Optimization with Serial and Asynchronous Realizations
We provide a comprehensive analysis of stochastic variance reduced gradi...
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Aurora: Providing Trusted System Services for Enclaves On an Untrusted System
Intel SGX provisions shielded executions for securitysensitive computat...
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Fast Stochastic Variance Reduced ADMM for Stochastic Composition Optimization
We consider the stochastic composition optimization problem proposed in ...
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Yue Yu
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