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• Reversible Architectures for Arbitrarily Deep Residual Neural Networks

  Bo Chang, Lili Meng, Eldad Haber, Lars Ruthotto, David Begert, Elliot Holtham

  2018-04-29

• Adversarial Learning of Portable Student Networks

  Yunhe Wang, Chang Xu, Chao Xu, Dacheng Tao

  2018-04-29

• Reduced-Rank Linear Dynamical Systems

  Qi She, Yuan Gao, Kai Xu, Rosa Chan

  2018-04-29

• SNNN: Promoting Word Sentiment and Negation in Neural Sentiment Classification

  Qinmin Hu, Jie Zhou, Qin Chen, Liang He

  2018-04-29

• Label Distribution Learning by Exploiting Label Correlations

  Xiuyi Jia, Weiwei Li, Junyu Liu, Yu Zhang

  2018-04-29

• Deep Neural Network Compression With Single and Multiple Level Quantization

  Yuhui Xu, Yongzhuang Wang, Aojun Zhou, Weiyao Lin, Hongkai Xiong

  2018-04-29

• Non-Discriminatory Machine Learning Through Convex Fairness Criteria

  Naman Goel, Mohammad Yaghini, Boi Faltings

  2018-04-29

• Information-Theoretic Domain Adaptation Under Severe Noise Conditions

  Wei Wang, Hao Wang, Zhi-Yong Ran, Ran He

  2018-04-29

• From Hashing to CNNs: Training Binary Weight Networks via Hashing

  Qinghao Hu, Peisong Wang, Jian Cheng

  2018-04-29

• Word Co-Occurrence Regularized Non-Negative Matrix Tri-Factorization for Text Data Co-Clustering

  Aghiles Salah, Melissa Ailem, Mohamed Nadif

  2018-04-29

• Nonconvex Sparse Spectral Clustering by Alternating Direction Method of Multipliers and Its Convergence Analysis

  Canyi Lu, Jiashi Feng, Zhouchen Lin, Shuicheng Yan

  2018-04-29

• On Convergence of Epanechnikov Mean Shift

  Kejun Huang, Xiao Fu, Nicholas Sidiropoulos

  2018-04-29

• Feature-Induced Labeling Information Enrichment for Multi-Label Learning

  Qian-Wen Zhang, Yun Zhong, Min-Ling Zhang

  2018-04-29

• Link Prediction via Subgraph Embedding-Based Convex Matrix Completion

  Zhu Cao, Linlin Wang, Gerard de Melo

  2018-04-29

• A Provable Approach for Double-Sparse Coding

  Thanh Nguyen, Raymond Wong, Chinmay Hegde

  2018-04-29

• Towards Ultra-High Performance and Energy Efficiency of Deep Learning Systems: An Algorithm-Hardware Co-Optimization Framework

  Yanzhi Wang, Caiwen Ding, Zhe Li, Geng Yuan, Siyu Liao, Xiaolong Ma, Bo Yuan, Xuehai Qian, Jian Tang, Qinru Qiu, Xue Lin

  2018-04-29

• Human Guided Linear Regression With Feature-Level Constraints

  Aubrey Gress, Ian Davidson

  2018-04-29

• Measuring Catastrophic Forgetting in Neural Networks

  Ronald Kemker, Marc McClure, Angelina Abitino, Tyler Hayes, Christopher Kanan

  2018-04-29

• SAGA: A Submodular Greedy Algorithm for Group Recommendation

  Shameem Puthiya Parambath, Nishant Vijayakumar, Sanjay Chawla

  2018-04-29

• Joint Dictionaries for Zero-Shot Learning

  Soheil Kolouri, Mohammad Rostami, Yuri Owechko, Kyungnam Kim

  2018-04-29

• Orthant-Wise Passive Descent Algorithms for Training L₁-Regularized Models

  Jianqiao Wangni

  2018-04-29

• Interpretable Graph-Based Semi-Supervised Learning via Flows

  Raif Rustamov, James Klosowski

  2018-04-29

• On Value Function Representation of Long Horizon Problems

  Lucas Lehnert, Romain Laroche, Harm van Seijen

  2018-04-29

• Teaching a Machine to Read Maps With Deep Reinforcement Learning

  Gino Brunner, Oliver Richter, Yuyi Wang, Roger Wattenhofer

  2018-04-29

• Partial Multi-Label Learning

  Ming-Kun Xie, Sheng-Jun Huang

  2018-04-29