Search

Search Results

• A Distillation Approach to Data Efficient Individual Treatment Effect Estimation

  Maggie Makar, Adith Swaminathan, Emre Kıcıman

  4544-4551

  2019-07-17

• DyS: A Framework for Mixture Models in Quantification

  André Maletzke, Denis dos Reis, Everton Cherman, Gustavo Batista

  4552-4560

  2019-07-17

• Towards Better Interpretability in Deep Q-Networks

  Raghuram Mandyam Annasamy, Katia Sycara

  4561-4569

  2019-07-17

• Cost-Sensitive Learning to Rank

  Ryan McBride, Ke Wang, Zhouyang Ren, Wenyuan Li

  4570-4577

  2019-07-17

• A Two-Stream Mutual Attention Network for Semi-Supervised Biomedical Segmentation with Noisy Labels

  Shaobo Min, Xuejin Chen, Zheng-Jun Zha, Feng Wu, Yongdong Zhang

  4578-4585

  2019-07-17

• A Probabilistic Derivation of LASSO and L12-Norm Feature Selections

  Di Ming, Chris Ding, Feiping Nie

  4586-4593

  2019-07-17

• Cogra: Concept-Drift-Aware Stochastic Gradient Descent for Time-Series Forecasting

  Kohei Miyaguchi, Hiroshi Kajino

  4594-4601

  2019-07-17

• Weisfeiler and Leman Go Neural: Higher-Order Graph Neural Networks

  Christopher Morris, Martin Ritzert, Matthias Fey, William L. Hamilton, Jan Eric Lenssen, Gaurav Rattan, Martin Grohe

  4602-4609

  2019-07-17

• ClusterGAN: Latent Space Clustering in Generative Adversarial Networks

  Sudipto Mukherjee, Himanshu Asnani, Eugene Lin, Sreeram Kannan

  4610-4617

  2019-07-17

• Subspace Selection via DR-Submodular Maximization on Lattices

  So Nakashima, Takanori Maehara

  4618-4625

  2019-07-17

• Number Sequence Prediction Problems for Evaluating Computational Powers of Neural Networks

  Hyoungwook Nam, Segwang Kim, Kyomin Jung

  4626-4633

  2019-07-17

• Efficient Counterfactual Learning from Bandit Feedback

  Yusuke Narita, Shota Yasui, Kohei Yata

  4634-4641

  2019-07-17

• Biologically Motivated Algorithms for Propagating Local Target Representations

  Alexander G. Ororbia, Ankur Mali

  4651-4658

  2019-07-17

• Determinantal Reinforcement Learning

  Takayuki Osogami, Rudy Raymond

  4659-4666

  2019-07-17

• Non-Parametric Transformation Networks for Learning General Invariances from Data

  Dipan K. Pal, Marios Savvides

  4667-4674

  2019-07-17

• Policy Optimization with Model-Based Explorations

  Feiyang Pan, Qingpeng Cai, An-Xiang Zeng, Chun-Xiang Pan, Qing Da, Hualin He, Qing He, Pingzhong Tang

  4675-4682

  2019-07-17

• Compressing Recurrent Neural Networks with Tensor Ring for Action Recognition

  Yu Pan, Jing Xu, Maolin Wang, Jinmian Ye, Fei Wang, Kun Bai, Zenglin Xu

  4683-4690

  2019-07-17

• On Reinforcement Learning for Full-Length Game of StarCraft

  Zhen-Jia Pang, Ruo-Ze Liu, Zhou-Yu Meng, Yi Zhang, Yang Yu, Tong Lu

  4691-4698

  2019-07-17

• Adversarial Dropout for Recurrent Neural Networks

  Sungrae Park, Kyungwoo Song, Mingi Ji, Wonsung Lee, Il-Chul Moon

  4699-4706

  2019-07-17

• Trainable Undersampling for Class-Imbalance Learning

  Minlong Peng, Qi Zhang, Xiaoyu Xing, Tao Gui, Xuanjing Huang, Yu-Gang Jiang, Keyu Ding, Zhigang Chen

  4707-4714

  2019-07-17

• Exploiting Synthetically Generated Data with Semi-Supervised Learning for Small and Imbalanced Datasets

  M. Peréz-Ortiz, P. Tiňo, R. Mantiuk, C. Hervás-Martínez

  4715-4722

  2019-07-17

• Interpretable Preference Learning: A Game Theoretic Framework for Large Margin On-Line Feature and Rule Learning

  Mirko Polato, Fabio Aiolli

  4723-4730

  2019-07-17

• Learning to Solve NP-Complete Problems: A Graph Neural Network for Decision TSP

  Marcelo Prates, Pedro H. C. Avelar, Henrique Lemos, Luis C. Lamb, Moshe Y. Vardi

  4731-4738

  2019-07-17

• Robust Optimization over Multiple Domains

  Qi Qian, Shenghuo Zhu, Jiasheng Tang, Rong Jin, Baigui Sun, Hao Li

  4739-4746

  2019-07-17

• Composite Binary Decomposition Networks

  You Qiaoben, Zheng Wang, Jianguo Li, Yinpeng Dong, Yu-Gang Jiang, Jun Zhu

  4747-4754

  2019-07-17