Papers
The Multi-Feature Information Bottleneck with Application to Unsupervised Image Categorization
Zhengzheng Lou, Yangdong Ye, Xiaoqiang Yan
Online Expectation Maximization for Reinforcement Learning in POMDPs
Miao Liu, Xuejun Liao, Lawrence Carin
Learning Discriminative Representations from RGB-D Video Data
Li Liu, Ling Shao
Large-Scale Spectral Clustering on Graphs
Jialu Liu, Chi Wang, Marina Danilevsky et al.
Active Learning with Multi-Label SVM Classification
Xin Li, Yuhong Guo
A Bayesian Factorised Covariance Model for Image Analysis
Jun Li, Dacheng Tao
Adaptive Thresholding in Structure Learning of a Bayesian Network
Boaz Lerner, Michal Afek, Rafi Bojmel
Active Learning for Teaching a Robot Grounded Relational Symbols
Johannes Kulick, Marc Toussaint, Tobias Lang et al.
Causal Inference with Rare Events in Large-Scale Time-Series Data
Samantha Kleinberg
Prior-Free Exploration Bonus for and beyond Near Bayes-Optimal Behavior
Kenji Kawaguchi, Hiroshi Sato
Discovering Different Types of Topics: Factored Topic Models
Yun Jiang, Ashutosh Saxena
Online Hashing
Long-Kai Huang, Qiang Yang, Wei-Shi Zheng
Active Learning via Neighborhood Reconstruction
Yao Hu, Debing Zhang, Zhongming Jin et al.
Efficient Kernel Learning from Side Information Using ADMM
En-Liang Hu, James T. Kwok
What Users Care About: A Framework for Social Content Alignment
Lei Hou, Juanzi Li, Xiaoli Li et al.
A General Framework for Interacting Bayes-Optimally with Self-Interested Agents Using Arbitrary Parametric Model and Model Prior
Trong Nghia Hoang, Kian Hsiang Low
Improving Traffic Prediction with Tweet Semantics
Jingrui He, Wei Shen, Phani Divakaruni et al.
Co-Regularized Ensemble for Feature Selection
Yahong Han, Yi Yang, Xiaofang Zhou
Probabilistic Multi-Label Classification with Sparse Feature Learning
Yuhong Guo, Wei Xue
MiningZinc: A Modeling Language for Constraint-based Mining
Tias Guns, Anton Dries, Guido Tack et al.
Multi-Prototype Label Ranking with Novel Pairwise-to-Total-Rank Aggregation
Mihajlo Grbovic, Nemanja Djuric, Slobodan Vucetic
Histogram of Oriented Displacements (HOD): Describing Trajectories of Human Joints for Action Recognition
Mohammad A. Gowayyed, Marwan Torki, Mohamed E. Hussein et al.
Active Learning for Level Set Estimation
Alkis Gotovos, Nathalie Casati, Gregory Hitz et al.