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• Orthogonal Weight Normalization: Solution to Optimization Over Multiple Dependent Stiefel Manifolds in Deep Neural Networks

  Lei Huang, Xianglong Liu, Bo Lang, Adams Yu, Yongliang Wang, Bo Li

  2018-04-29

• Multi-Adversarial Domain Adaptation

  Zhongyi Pei, Zhangjie Cao, Mingsheng Long, Jianmin Wang

  2018-04-29

• Dictionary Learning in Optimal Metric Space

  Jiexi Yan, Cheng Deng, Xianglong Liu

  2018-04-29

• New l_2,1-Norm Relaxation of Multi-Way Graph Cut for Clustering

  Xu Yang, Cheng Deng, Xianglong Liu, Feiping Nie

  2018-04-29

• Selective Verification Strategy for Learning From Crowds

  Tian Tian, Yichi Zhou, Jun Zhu

  2018-04-29

• Online Clustering of Contextual Cascading Bandits

  Shuai Li, Shengyu Zhang

  2018-04-29

• Learning From Semi-Supervised Weak-Label Data

  Hao-Chen Dong, Yu-Feng Li, Zhi-Hua Zhou

  2018-04-29

• Hypergraph Learning With Cost Interval Optimization

  Xibin Zhao, Nan Wang, Heyuan Shi, Hai Wan, Jin Huang, Yue Gao

  2018-04-29

• Learning Multi-Way Relations via Tensor Decomposition With Neural Networks

  Koji Maruhashi, Masaru Todoriki, Takuya Ohwa, Keisuke Goto, Yu Hasegawa, Hiroya Inakoshi, Hirokazu Anai

  2018-04-29

• CoDiNMF: Co-Clustering of Directed Graphs via NMF

  Woosang Lim, Rundong Du, Haesun Park

  2018-04-29

• Diverse Exploration for Fast and Safe Policy Improvement

  Andrew Cohen, Lei Yu, Robert Wright

  2018-04-29

• Deep Q-learning From Demonstrations

  Todd Hester, Matej Vecerik, Olivier Pietquin, Marc Lanctot, Tom Schaul, Bilal Piot, Dan Horgan, John Quan, Andrew Sendonaris, Ian Osband, Gabriel Dulac-Arnold, John Agapiou, Joel Leibo, Audrunas Gruslys

  2018-04-29

• Who Said What: Modeling Individual Labelers Improves Classification

  Melody Guan, Varun Gulshan, Andrew Dai, Geoffrey Hinton

  2018-04-29

• Efficient Probabilistic Performance Bounds for Inverse Reinforcement Learning

  Daniel Brown, Scott Niekum

  2018-04-29

• Leaf-Smoothed Hierarchical Softmax for Ordinal Prediction

  Wesley Tansey, Karl Pichotta, James Scott

  2018-04-29

• Lagrangian Constrained Community Detection

  Mohadeseh Ganji, James Bailey, Peter Stuckey

  2018-04-29

• Product Quantized Translation for Fast Nearest Neighbor Search

  Yoonho Hwang, Mooyeol Baek, Saehoon Kim, Bohyung Han, Hee-Kap Ahn

  2018-04-29

• Information Directed Sampling for Stochastic Bandits With Graph Feedback

  Fang Liu, Swapna Buccapatnam, Ness Shroff

  2018-04-29

• Deep Semi-Random Features for Nonlinear Function Approximation

  Kenji Kawaguchi, Bo Xie, Le Song

  2018-04-29

• Nonparametric Stochastic Contextual Bandits

  Melody Guan, Heinrich Jiang

  2018-04-29

• Incomplete Label Multi-Task Ordinal Regression for Spatial Event Scale Forecasting

  Yuyang Gao, Liang Zhao

  2018-04-29

• Subgraph Pattern Neural Networks for High-Order Graph Evolution Prediction

  Changping Meng, S Chandra Mouli, Bruno Ribeiro, Jennifer Neville

  2018-04-29

• A Change-Detection Based Framework for Piecewise-Stationary Multi-Armed Bandit Problem

  Fang Liu, Joohyun Lee, Ness Shroff

  2018-04-29

• Topic Modeling on Health Journals With Regularized Variational Inference

  Robert Giaquinto, Arindam Banerjee

  2018-04-29

• Learning Predictive State Representations From Non-Uniform Sampling

  Yuri Grinberg, Hossein Aboutalebi, Melanie Lyman-Abramovitch, Borja Balle, Doina Precup

  2018-04-29