Papers
Uniform Convergence, Stability and Learnability for Ranking Problems
Wei Gao, Zhi-Hua Zhou
Optimizing Cepstral Features for Audio Classification
Zhouyu Fu, Guojun Lu, Kai Ming Ting et al.
Learning Finite Beta-Liouville Mixture Models via Variational Bayes for Proportional Data Clustering
Wentao Fan, Nizar Bouguila
Towards Robust Co-Clustering
Liang Du, Yi-Dong Shen
Topic Extraction from Online Reviews for Classification and Recommendation
Ruihai Dong, Markus Schaal, Michael P. O’Mahony et al.
Bootstrap Learning via Modular Concept Discovery
Eyal Dechter, Jon Malmaud, Ryan P. Adams Joshua B. Tenenbaum
A Lossy Counting Based Approach for Learning on Streams of Graphs on a Budget
Giovanni Da San Martino, Nicolò Navarin, Alessandro Sperduti
Bayesian Nonparametric Feature Construction for Inverse Reinforcement Learning
Jaedeug Choi, Kee-Eung Kim
Domain Adaptation with Topical Correspondence Learning
Zheng Chen, Weixiong Zhang
Generalized Relational Topic Models with Data Augmentation
Ning Chen, Jun Zhu, Fei Xia et al.
Dimensionality Reduction with Generalized Linear Models
Mo Chen, Wei Li, Wei Zhang et al.
Central Clustering of Categorical Data with Automated Feature Weighting
Lifei Chen, Shengrui Wang
Robust Tensor Clustering with Non-Greedy Maximization
Xiaochun Cao, Xingxing Wei, Yahong Han et al.
Regularized Latent Least Square Regression for Cross Pose Face Recognition
Xinyuan Cai, Chunheng Wang, Baihua Xiao et al.
Exact Top-k Feature Selection via l2,0-Norm Constraint
Xiao Cai, Feiping Nie, Heng Huang
Basic Level in Formal Concept Analysis: Interesting Concepts and Psychological Ramifications
Radim Belohlavek, Martin Trnecka
Self-Organized Neural Learning of Statistical Inference from High-Dimensional Data
Johannes Bauer, Stefan Wermter
An Ensemble of Bayesian Networks for Multilabel Classification
Antonucci Alessandro, Giorgio Corani, Denis Mauá et al.
Learning Community-Based Preferences via Dirichlet Process Mixtures of Gaussian Processes
Ehsan Abbasnejad, Scott Sanner, Edwin V. Bonilla et al.
Definability of Horn Revision from Horn Contraction
Zhiqiang Zhuang, Maurice Pagnucco, Yan Zhang
First-Order Expressibility and Boundedness of Disjunctive Logic Programs
Heng Zhang, Yan Zhang
Most Specific Generalizations w.r.t. General EL-TBoxes
Benjamin Zarrieß, Anni-Yasmin Turhan
Multi-Agent Epistemic Explanatory Diagnosis via Reasoning about Actions
Quan Yu, Ximing Wen, Yongmei Liu
Supremal Realizability of Behaviors with Uncontrollable Exogenous Events
Nitin Yadav, Paolo Felli, Giuseppe De Giacomo et al.
Transition Constraints: A Study on the Computational Complexity of Qualitative Change
Matthias Westphal, Julien Hué, Stefan Wölfl et al.