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• An Adaptive Gradient Method for Online AUC Maximization

  Yi Ding, Peilin Zhao, Steven Hoi, Yew-Soon Ong

  2015-02-21

• Noise-Robust Semi-Supervised Learning by Large-Scale Sparse Coding

  Zhiwu Lu, Xin Gao, Liwei Wang, Ji-Rong Wen, Songfang Huang

  2015-02-21

• Low-Rank Multi-View Learning in Matrix Completion for Multi-Label Image Classification

  Meng Liu, Yong Luo, Dacheng Tao, Chao Xu, Yonggang Wen

  2015-02-21

• Dataless Text Classification with Descriptive LDA

  Xingyuan Chen, Yunqing Xia, Peng Jin, John Carroll

  2015-02-19

• Unsupervised Phrasal Near-Synonym Generation from Text Corpora

  Dishan Gupta, Jaime Carbonell, Anatole Gershman, Steve Klein, David Miller

  2015-02-19

• Nonstationary Gaussian Process Regression for Evaluating Repeated Clinical Laboratory Tests

  Thomas Lasko

  2015-02-18

• Sample-Targeted Clinical Trial Adaptation

  Ognjen Arandjelovic

  2015-02-18

• Multi-Agent Path Finding on Strongly Biconnected Digraphs

  Adi Botea, Pavel Surynek

  2015-02-18

• Instance-Driven Ontology Evolution in DL-Lite

  Zhe Wang, Kewen Wang, Zhiqiang Zhuang, Guilin Qi

  2015-02-18

• Minimizing User Involvement for Accurate Ontology Matching Problems

  Anika Schumann, Freddy Lecue

  2015-02-18

• Learning Partial Lexicographic Preference Trees over Combinatorial Domains

  Xudong Liu, Miroslaw Truszczynski

  2015-02-18

• BDD-Constrained Search: A Unified Approach to Constrained Shortest Path Problems

  Masaaki Nishino, Norihito Yasuda, Shin-ichi Minato, Masaaki Nagata

  2015-02-16

• TDS+: Improving Temperature Discovery Search

  Yeqin Zhang, Martin Müller

  2015-02-16

• Optimal Column Subset Selection by A-Star Search

  Hiromasa Arai, Crystal Maung, Haim Schweitzer

  2015-02-16

• A Graphical Representation for Games in Partition Function Form

  Oskar Skibski, Tomasz Michalak, Yuko Sakurai, Michael Wooldridge, Makoto Yokoo

  2015-02-16

• Hedonic Coalition Formation in Networks

  Martin Hoefer, Daniel Vaz, Lisa Wagner

  2015-02-16

• The Network Data Repository with Interactive Graph Analytics and Visualization

  Ryan Rossi, Nesreen Ahmed

  2015-03-04

• Optimal Multi-Agent Pathfinding Algorithms

  Guni Sharon

  2015-03-04

• Incentivizing Users for Balancing Bike Sharing Systems

  Adish Singla, Marco Santoni, Gábor Bartók, Pratik Mukerji, Moritz Meenen, Andreas Krause

  2015-02-10

• A Nonparametric Online Model for Air Quality Prediction

  Vitor Guizilini, Fabio Ramos

  2015-02-10

• Sharing Rides with Friends: A Coalition Formation Algorithm for Ridesharing

  Filippo Bistaffa, Alessandro Farinelli, Sarvapali Ramchurn

  2015-02-10

• FutureMatch: Combining Human Value Judgments and Machine Learning to Match in Dynamic Environments

  John Dickerson, Tuomas Sandholm

  2015-02-10

• Efficient Computation of Semivalues for Game-Theoretic Network Centrality

  Piotr Szczepański, Mateusz Tarkowski, Tomasz Michalak, Paul Harrenstein, Michael Wooldridge

  2015-02-10

• R1SVM: A Randomised Nonlinear Approach to Large-Scale Anomaly Detection

  Sarah M. Erfani, Mahsa Baktashmotlagh, Sutharshan Rajasegarar, Shanika Karunasekera, Chris Leckie

  2015-02-10

• Lower and Upper Bounds for SPARQL Queries over OWL Ontologies

  Birte Glimm, Yevgeny Kazakov, Ilianna Kollia, Giorgos Stamou

  2015-02-09