Papers
3,399 papers found
Multi-Step Dyna Planning for Policy Evaluation and Control
Hengshuai Yao, Shalabh Bhatnagar, Dongcui Diao et al.
Learning to Explore and Exploit in POMDPs
Chenghui Cai, Xuejun Liao, Lawrence Carin
On Herding and the Perceptron Cycling Theorem
Andrew Gelfand, Yutian Chen, Laurens Maaten et al.
Trading off Mistakes and Don't-Know Predictions
Amin Sayedi, Morteza Zadimoghaddam, Avrim Blum
Inference and communication in the game of Password
Yang Xu, Charles Kemp
Multiple Kernel Learning and the SMO Algorithm
Zhaonan Sun, Nawanol Ampornpunt, Manik Varma et al.
Synergies in learning words and their referents
Mark Johnson, Katherine Demuth, Bevan Jones et al.
Online Learning: Random Averages, Combinatorial Parameters, and Learnability
Alexander Rakhlin, Karthik Sridharan, Ambuj Tewari
Lower Bounds for Passive and Active Learning
Maxim Raginsky, Alexander Rakhlin
Video Annotation and Tracking with Active Learning
Carl Vondrick, Deva Ramanan
Periodic Finite State Controllers for Efficient POMDP and DEC-POMDP Planning
Joni K. Pajarinen, Jaakko Peltonen
Multiclass Boosting: Theory and Algorithms
Mohammad J. Saberian, Nuno Vasconcelos
Variance Penalizing AdaBoost
Pannagadatta K. Shivaswamy, Tony Jebara
Predicting response time and error rates in visual search
Bo Chen, Vidhya Navalpakkam, Pietro Perona
Information Rates and Optimal Decoding in Large Neural Populations
Kamiar R. Rad, Liam Paninski
On U-processes and clustering performance
Stéphan J. Clémençcon
Algorithms and hardness results for parallel large margin learning
Phil Long, Rocco Servedio
$\theta$-MRF: Capturing Spatial and Semantic Structure in the Parameters for Scene Understanding
Congcong Li, Ashutosh Saxena, Tsuhan Chen
Probabilistic Joint Image Segmentation and Labeling
Adrian Ion, Joao Carreira, Cristian Sminchisescu
Sparse Manifold Clustering and Embedding
Ehsan Elhamifar, René Vidal
Privacy Aware Learning
Martin J. Wainwright, Michael I. Jordan, John C. Duchi
On Multilabel Classification and Ranking with Partial Feedback
Claudio Gentile, Francesco Orabona
On the connections between saliency and tracking
Vijay Mahadevan, Nuno Vasconcelos
Recognizing Activities by Attribute Dynamics
Weixin Li, Nuno Vasconcelos