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• Transfer Feature Representation via Multiple Kernel Learning

  Wei Wang, Hao Wang, Chen Zhang, Fanjiang Xu

  2015-02-21

• Leveraging Features and Networks for Probabilistic Tensor Decomposition

  Piyush Rai, Yingjian Wang, Lawrence Carin

  2015-02-21

• Support Consistency of Direct Sparse-Change Learning in Markov Networks

  Song Liu, Taiji Suzuki, Masashi Sugiyama

  2015-02-21

• Gazetteer-Independent Toponym Resolution Using Geographic Word Profiles

  Grant DeLozier, Jason Baldridge, Loretta London

  2015-02-19

• Local Context Sparse Coding

  Seungyeon Kim, Joonseok Lee, Guy Lebanon, Haesun Park

  2015-02-19

• Weakly-Supervised Grammar-Informed Bayesian CCG Parser Learning

  Dan Garrette, Chris Dyer, Jason Baldridge, Noah Smith

  2015-02-19

• A Family of Latent Variable Convex Relaxations for IBM Model 2

  Andrei Simion, Michael Collins, Cliff Stein

  2015-02-19

• A Stratified Strategy for Efficient Kernel-Based Learning

  Simone Filice, Danilo Croce, Roberto Basili

  2015-02-19

• A Novel Neural Topic Model and Its Supervised Extension

  Ziqiang Cao, Sujian Li, Yang Liu, Wenjie Li, Heng Ji

  2015-02-19

• Sense-Aaware Semantic Analysis: A Multi-Prototype Word Representation Model Using Wikipedia

  Zhaohui Wu, C. Giles

  2015-02-19

• Exploiting Determinism to Scale Relational Inference

  Mohamed Ibrahim, Christopher Pal, Gilles Pesant

  2015-02-18

• Stable Feature Selection from Brain sMRI

  Bo Xin, Lingjing Hu, Yizhou Wang, Wen Gao

  2015-02-18

• Identifying At-Risk Students in Massive Open Online Courses

  Jiazhen He, James Bailey, Benjamin Rubinstein, Rui Zhang

  2015-02-18

• Structured Sparsity with Group-Graph Regularization

  Xin-Yu Dai, Jian-Bing Zhang, Shu-Jian Huang, Jia-Jun Chen, Zhi-Hua Zhou

  2015-02-18

• Cognitive Social Learners: An Architecture for Modeling Normative Behavior

  Rahmatollah Beheshti, Awrad Mohammed Ali, Gita Sukthankar

  2015-02-18

• Partial Meet Revision and Contraction in Logic Programs

  Sebastian Binnewies, Zhiqiang Zhuang, Kewen Wang

  2015-02-18

• Action Language BC+: Preliminary Report

  Joseph Babb, Joohyung Lee

  2015-02-18

• Efficient Task Sub-Delegation for Crowdsourcing

  Han Yu, Chunyan Miao, Zhiqi Shen, Cyril Leung, Yiqiang Chen, Qiang Yang

  2015-02-16

• Strategic Voting and Strategic Candidacy

  Markus Brill, Vincent Conitzer

  2015-02-16

• Audit Games with Multiple Defender Resources

  Jeremiah Blocki, Nicolas Christin, Anupam Datta, Ariel Procaccia, Arunesh Sinha

  2015-02-16

• Inferring Latent User Properties from Texts Published in Social Media

  Svitlana Volkova, Yoram Bachrach, Michael Armstrong, Vijay Sharma

  2015-03-04

• Scalable Agent Modeling for Large Multiagent Systems

  Carrie Rebhuhn

  2015-03-04

• Scaling-Up Inference in Markov Logic

  Deepak Venugopal

  2015-03-04

• Multi-Agent Team Formation: Solving Complex Problems by Aggregating Opinions

  Leandro Soriano Marcolino

  2015-03-04

• Probabilistic Planning with Risk-Sensitive Criterion

  Ping Hou

  2015-03-04