Papers
Von Mises-Fisher Clustering Models
Siddharth Gopal, Yiming Yang
Fast Allocation of Gaussian Process Experts
Trung Nguyen, Edwin Bonilla
Latent Bandits.
Odalric-Ambrym Maillard, Shie Mannor
Scaling Up Approximate Value Iteration with Options: Better Policies with Fewer Iterations
Timothy Mann, Shie Mannor
A Statistical Convergence Perspective of Algorithms for Rank Aggregation from Pairwise Data
Arun Rajkumar, Shivani Agarwal
Boosting multi-step autoregressive forecasts
Souhaib Ben Taieb, Rob Hyndman
Thompson Sampling for Complex Online Problems
Aditya Gopalan, Shie Mannor, Yishay Mansour
A Statistical Perspective on Algorithmic Leveraging
Ping Ma, Michael Mahoney, Bin Yu
Recurrent Convolutional Neural Networks for Scene Labeling
Pedro Pinheiro, Ronan Collobert
Accelerated Proximal Stochastic Dual Coordinate Ascent for Regularized Loss Minimization
Shai Shalev-Shwartz, Tong Zhang
Active Detection via Adaptive Submodularity
Yuxin Chen, Hiroaki Shioi, Cesar Fuentes Montesinos et al.
Fast Stochastic Alternating Direction Method of Multipliers
Wenliang Zhong, James Kwok
The Coherent Loss Function for Classification
Wenzhuo Yang, Melvyn Sim, Huan Xu
Covering Number for Efficient Heuristic-based POMDP Planning
Zongzhang Zhang, David Hsu, Wee Sun Lee
Demystifying Information-Theoretic Clustering
Greg Ver Steeg, Aram Galstyan, Fei Sha et al.
Kernel Mean Estimation and Stein Effect
Krikamol Muandet, Kenji Fukumizu, Bharath Sriperumbudur et al.
A Discriminative Latent Variable Model for Online Clustering
Rajhans Samdani, Kai-Wei Chang, Dan Roth
GPS-Tag Refinement using Random Walks with an Adaptive Damping Factor
Amir Roshan Zamir, Shervin Ardeshir, Mubarak Shah
6 Seconds of Sound and Vision: Creativity in Micro-Videos
Miriam Redi, Neil O'Hare, Rossano Schifanella et al.
Remote Heart Rate Measurement From Face Videos Under Realistic Situations
Xiaobai Li, Jie Chen, Guoying Zhao et al.
A Study on Cross-Population Age Estimation
Guodong Guo, Chao Zhang
Active Sampling for Subjective Image Quality Assessment
Peng Ye, David Doermann
Beyond Human Opinion Scores: Blind Image Quality Assessment based on Synthetic Scores
Peng Ye, Jayant Kumar, David Doermann
Semi-supervised Relational Topic Model for Weakly Annotated Image Recognition in Social Media
Zhenxing Niu, Gang Hua, Xinbo Gao et al.