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• SAND: Semi-Supervised Adaptive Novel Class Detection and Classification over Data Stream

  Ahsanul Haque, Latifur Khan, Michael Baron

  2016-02-21

• Robust Semi-Supervised Learning through Label Aggregation

  Yan Yan, Zhongwen Xu, Ivor Tsang, Guodong Long, Yi Yang

  2016-03-02

• Accelerated Sparse Linear Regression via Random Projection

  Weizhong Zhang, Lijun Zhang, Rong Jin, Deng Cai, Xiaofei He

  2016-03-02

• Fast and Accurate Refined Nyström-Based Kernel SVM

  Zhe Li, Tianbao Yang, Lijun Zhang, Rong Jin

  2016-02-21

• Coupled Dictionary Learning for Unsupervised Feature Selection

  Pengfei Zhu, Qinghua Hu, Changqing Zhang, Wangmeng Zuo

  2016-03-02

• Bounded Optimal Exploration in MDP

  Kenji Kawaguchi

  2016-02-21

• Semi-Supervised Dictionary Learning via Structural Sparse Preserving

  Di Wang, Xiaoqin Zhang, Mingyu Fan, Xiuzi Ye

  2016-03-02

• Consensus Guided Unsupervised Feature Selection

  Hongfu Liu, Ming Shao, Yun Fu

  2016-02-21

• Gaussian Process Planning with Lipschitz Continuous Reward Functions: Towards Unifying Bayesian Optimization, Active Learning, and Beyond

  Chun Kai Ling, Kian Hsiang Low, Patrick Jaillet

  2016-02-21

• Column Sampling Based Discrete Supervised Hashing

  Wang-Cheng Kang, Wu-Jun Li, Zhi-Hua Zhou

  2016-02-21

• Learning Deep Convolutional Neural Networks for X-Ray Protein Crystallization Image Analysis

  Margot Yann, Yichuan Tang

  2016-02-21

• Submodular Asymmetric Feature Selection in Cascade Object Detection

  Baosheng Yu, Meng Fang, Dacheng Tao, Jie Yin

  2016-02-21

• Cold-Start Heterogeneous-Device Wireless Localization

  Vincent W. Zheng, Hong Cao, Shenghua Gao, Aditi Adhikari, Miao Lin, Kevin Chang

  2016-02-21

• Temporal Vaccination Games under Resource Constraints

  Abhijin Adiga, Anil Vullikanti

  2016-03-03

• Learning for Decentralized Control of Multiagent Systems in Large, Partially-Observable Stochastic Environments

  Miao Liu, Christopher Amato, Emily Anesta, John Griffith, Jonathan How

  2016-03-03

• Implicit Coordination in Crowded Multi-Agent Navigation

  Julio Godoy, Ioannis Karamouzas, Stephen Guy, Maria Gini

  2016-03-03

• Complexity Results and Algorithms for Extension Enforcement in Abstract Argumentation

  Johannes Wallner, Andreas Niskanen, Matti Järvisalo

  2016-02-21

• Unsupervised Feature Selection by Heuristic Search with Provable Bounds on Suboptimality

  Hiromasa Arai, Crystal Maung, Ke Xu, Haim Schweitzer

  2016-02-21

• On the Completeness of Best-First Search Variants That Use Random Exploration

  Richard Valenzano, Fan Xie

  2016-02-21

• Learning to Branch in Mixed Integer Programming

  Elias Khalil, Pierre Le Bodic, Le Song, George Nemhauser, Bistra Dilkina

  2016-02-21

• Solving the Station Repacking Problem

  Alexandre Fréchette, Neil Newman, Kevin Leyton-Brown

  2016-02-21

• Implementing Troubleshooting with Batch Repair

  Roni Stern, Meir Kalech, Hilla Shinitzky

  2016-02-21

• Submodular Optimization with Routing Constraints

  Haifeng Zhang, Yevgeniy Vorobeychik

  2016-02-21

• Preferences Single-Peaked on Nice Trees

  Dominik Peters, Edith Elkind

  2016-02-21

• Graphical Hedonic Games of Bounded Treewidth

  Dominik Peters

  2016-02-21