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• The Multivariate Generalised von Mises Distribution: Inference and Applications

  Alexandre Navarro, Jes Frellsen, Richard Turner

  2017-02-13

• Playing FPS Games with Deep Reinforcement Learning

  Guillaume Lample, Devendra Singh Chaplot

  2017-02-13

• Sparse Boltzmann Machines with Structure Learning as Applied to Text Analysis

  Zhourong Chen, Nevin Zhang, Dit-Yan Yeung, Peixian Chen

  2017-02-13

• LPMLN, Weak Constraints, and P-log

  Joohyung Lee, Zhun Yang

  2017-02-12

• ProjE: Embedding Projection for Knowledge Graph Completion

  Baoxu Shi, Tim Weninger

  2017-02-12

• Entropic Causal Inference

  Murat Kocaoglu, Alexandros Dimakis, Sriram Vishwanath, Babak Hassibi

  2017-02-12

• Strategic Sequences of Arguments for Persuasion Using Decision Trees

  Emmanuel Hadoux, Anthony Hunter

  2017-02-12

• Capturing Dependencies among Labels and Features for Multiple Emotion Tagging of Multimedia Data

  Shan Wu, Shangfei Wang, Qiang Ji

  2017-02-12

• Minimally-Constrained Multilingual Embeddings via Artificial Code-Switching

  Michael Wick, Pallika Kanani, Adam Pocock

  2016-03-05

• A Representation Learning Framework for Multi-Source Transfer Parsing

  Jiang Guo, Wanxiang Che, David Yarowsky, Haifeng Wang, Ting Liu

  2016-03-05

• Sparse Perceptron Decision Tree for Millions of Dimensions

  Weiwei Liu, Ivor Tsang

  2016-02-21

• Decentralized Approximate Bayesian Inference for Distributed Sensor Network

  Behnam Gholami, Sejong Yoon, Vladimir Pavlovic

  2016-02-21

• Preconditioned Stochastic Gradient Langevin Dynamics for Deep Neural Networks

  Chunyuan Li, Changyou Chen, David Carlson, Lawrence Carin

  2016-02-21

• Convolutional Neural Networks over Tree Structures for Programming Language Processing

  Lili Mou, Ge Li, Lu Zhang, Tao Wang, Zhi Jin

  2016-02-21

• Multi-Variable Agents Decomposition for DCOPs

  Ferdinando Fioretto, William Yeoh, Enrico Pontelli

  2016-03-03

• Who Can Win a Single-Elimination Tournament?

  Michael Kim, Warut Suksompong, Virginia Williams

  2016-02-21

• Egocentric Video Search via Physical Interactions

  Taiki Miyanishi, Jun-ichiro Hirayama, Quan Kong, Takuya Maekawa, Hiroki Moriya, Takayuki Suyama

  2016-02-21

• SPAN: Understanding a Question with Its Support Answers

  Liang Pang, Yanyan Lan, Jiafeng Guo, Jun Xu, Xueqi Cheng

  2016-03-05

• Surprise-Triggered Reformulation of Design Goals

  Kazjon Grace, Mary Lou Maher

  2016-03-05

• Learning to Describe Video with Weak Supervision by Exploiting Negative Sentential Information

  Haonan Yu, Jeffrey Siskind

  2015-03-04

• Mechanism Learning with Mechanism Induced Data

  Tie-Yan Liu, Wei Chen, Tao Qin

  2015-03-04

• Recovering Causal Effects from Selection Bias

  Elias Bareinboim, Jin Tian

  2015-03-04

• Learning to Mediate Perceptual Differences in Situated Human-Robot Dialogue

  Changsong Liu, Joyce Chai

  2015-02-19

• Scalable and Interpretable Data Representation for High-Dimensional, Complex Data

  Been Kim, Kayur Patel, Afshin Rostamizadeh, Julie Shah

  2015-02-18

• Pearl's Causality in a Logical Setting

  Alexander Bochman, Vladimir Lifschitz

  2015-02-18