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• Multi-Adversarial Domain Adaptation

  Zhongyi Pei, Zhangjie Cao, Mingsheng Long, Jianmin Wang

  2018-04-29

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

  Fang Liu, Joohyun Lee, Ness Shroff

  2018-04-29

• Transferable Contextual Bandit for Cross-Domain Recommendation

  Bo Liu, Ying Wei, Yu Zhang, Zhixian Yan, Qiang Yang

  2018-04-29

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

  Qinmin Hu, Jie Zhou, Qin Chen, Liang He

  2018-04-29

• A Provable Approach for Double-Sparse Coding

  Thanh Nguyen, Raymond Wong, Chinmay Hegde

  2018-04-29

• Multi-Step Reinforcement Learning: A Unifying Algorithm

  Kristopher De Asis, J. Hernandez-Garcia, G. Holland, Richard Sutton

  2018-04-29

• A Batch Learning Framework for Scalable Personalized Ranking

  Kuan Liu, Prem Natarajan

  2018-04-29

• Batchwise Patching of Classifiers

  Sebastian Kauschke, Johannes Fürnkranz

  2018-04-29

• Stochastic Non-Convex Ordinal Embedding With Stabilized Barzilai-Borwein Step Size

  Ke Ma, Jinshan Zeng, Jiechao Xiong, Qianqian Xu, Xiaochun Cao, Wei Liu, Yuan Yao

  2018-04-29

• Multiagent Connected Path Planning: PSPACE-Completeness and How to Deal With It

  Davide Tateo, Jacopo Banfi, Alessandro Riva, Francesco Amigoni, Andrea Bonarini

  2018-04-26

• Decentralised Learning in Systems With Many, Many Strategic Agents

  David Mguni, Joel Jennings, Enrique Munoz de Cote

  2018-04-26

• Manipulative Elicitation — A New Attack on Elections with Incomplete Preferences

  Palash Dey

  2018-04-26

• Measuring Strong Inconsistency

  Markus Ulbricht, Matthias Thimm, Gerhard Brewka

  2018-04-25

• Stream Reasoning in Temporal Datalog

  Alessandro Ronca, Mark Kaminski, Bernardo Cuenca Grau, Boris Motik, Ian Horrocks

  2018-04-25

• Noisy Derivative-Free Optimization With Value Suppression

  Hong Wang, Hong Qian, Yang Yu

  2018-04-25

• Memory-Augmented Monte Carlo Tree Search

  Chenjun Xiao, Jincheng Mei, Martin Müller

  2018-04-25

• Disjunctive Program Synthesis: A Robust Approach to Programming by Example

  Mohammad Raza, Sumit Gulwani

  2018-04-25

• Streaming Non-Monotone Submodular Maximization: Personalized Video Summarization on the Fly

  Baharan Mirzasoleiman, Stefanie Jegelka, Andreas Krause

  2018-04-25

• A Recursive Scenario Decomposition Algorithm for Combinatorial Multistage Stochastic Optimisation Problems

  David Hemmi, Guido Tack, Mark Wallace

  2018-04-25

• On Multiset Selection With Size Constraints

  Chao Qian, Yibo Zhang, Ke Tang, Xin Yao

  2018-04-25

• Exact Clustering via Integer Programming and Maximum Satisfiability

  Atsushi Miyauchi, Tomohiro Sonobe, Noriyoshi Sukegawa

  2018-04-25

• Adversarial Learning for Chinese NER From Crowd Annotations

  YaoSheng Yang, Meishan Zhang, Wenliang Chen, Wei Zhang, Haofen Wang, Min Zhang

  2018-04-25

• Emergence of Grounded Compositional Language in Multi-Agent Populations

  Igor Mordatch, Pieter Abbeel

  2018-04-25

• The Conference Paper Assignment Problem: Using Order Weighted Averages to Assign Indivisible Goods

  Jing Wu Lian, Nicholas Mattei, Renee Noble, Toby Walsh

  2018-04-25

• Allocation Problems in Ride-Sharing Platforms: Online Matching With Offline Reusable Resources

  John Dickerson, Karthik Sankararaman, Aravind Srinivasan, Pan Xu

  2018-04-25