Papers
Supervised Descriptive Rule Discovery: A Unifying Survey of Contrast Set, Emerging Pattern and Subgroup Mining
Petra Kralj Novak, Nada Lavrač
Low-Rank Kernel Learning with Bregman Matrix Divergences
Brian Kulis, Mátyás A. Sustik, Inderjit S. Dhillon
Improving the Reliability of Causal Discovery from Small Data Sets Using Argumentation
Facundo Bromberg, Dimitris Margaritis
Analysis of Perceptron-Based Active Learning
Sanjoy Dasgupta, Adam Tauman Kalai, Claire Monteleoni
Data-driven Calibration of Penalties for Least-Squares Regression
Sylvain Arlot, Pascal Massart
Distance Metric Learning for Large Margin Nearest Neighbor Classification
Kilian Q. Weinberger, Lawrence K. Saul
Using Local Dependencies within Batches to Improve Large Margin Classifiers
Volkan Vural, Glenn Fung, Balaji Krishnapuram et al.
On The Power of Membership Queries in Agnostic Learning
Vitaly Feldman
Subgroup Analysis via Recursive Partitioning
Xiaogang Su, Chih-Ling Tsai, Hansheng Wang et al.
Refinement of Reproducing Kernels
Yuesheng Xu, Haizhang Zhang
An Analysis of Convex Relaxations for MAP Estimation of Discrete MRFs
M. Pawan Kumar, Vladimir Kolmogorov, Philip H.S. Torr
Markov Properties for Linear Causal Models with Correlated Errors
Changsung Kang, Jin Tian
Exploring Strategies for Training Deep Neural Networks
Hugo Larochelle, Yoshua Bengio, Jérôme Louradour et al.
Latent Document Re-Ranking
Dong Zhou, Vincent Wade
Chinese Novelty Mining
Yi Zhang, Flora S. Tsai
K-Best Combination of Syntactic Parsers
Hui Zhang, Min Zhang, Chew Lim Tan et al.
Polynomial to Linear: Efficient Classification with Conjunctive Features
Naoki Yoshinaga, Masaru Kitsuregawa
Phrase Dependency Parsing for Opinion Mining
Yuanbin Wu, Qi Zhang, Xuanjing Huang et al.
Domain adaptive bootstrapping for named entity recognition
Dan Wu, Wee Sun Lee, Nan Ye et al.
Classifying Relations for Biomedical Named Entity Disambiguation
Xinglong Wang, Jun’ichi Tsujii, Sophia Ananiadou
Character-level Analysis of Semi-Structured Documents for Set Expansion
Richard C. Wang, William W. Cohen
Towards Domain-Independent Argumentative Zoning: Evidence from Chemistry and Computational Linguistics
Simone Teufel, Advaith Siddharthan, Colin Batchelor
Discovery of Term Variation in Japanese Web Search Queries
Hisami Suzuki, Xiao Li, Jianfeng Gao
Chinese Semantic Role Labeling with Shallow Parsing
Weiwei Sun, Zhifang Sui, Meng Wang et al.