Video Embracing Uncertainty December 7, 2010 | Christopher Bishop A talk by Christopher Bishop for Think Computer Science 2010. 32:29
Publication Sequential Labeling Using Deep-Structured Conditional Random Fields Dong Yu, Shizhen Wang, Li Deng IEEE Journal of Selected Topics in Signal Processing | December 2010
Publication Predicting Information Spreading in Twitter Tauhid R. Zaman, Ralf Herbrich, Jurgen Van Gael, David Stern Computational Social Science and the Wisdom of Crowds Workshop (colocated with NIPS 2010) | December 2010
Publication Multiple Kernel Learning and the SMO Algorithm S. V. N. Vishwanathan, Z. Sun, N. Theera-Ampornpunt, M. Varma, Manik Varma Advances in Neural Information Processing Systems | December 2010
Publication Automatic Key Term Extraction from Spoken Course Lectures Using Branching Entropy and Prosodic/Semantic Features Yun-Nung Chen, Yu Huang, Sheng-Yi Kong, Lin-Shan Lee Proceedings of The 3rd IEEE Workshop on Spoken Language Technology (SLT 2010) | December 2010 Best Student Paper Award (2/~150; < 2%)
Publication Probabilistic Inference and Differential Privacy Oliver Williams, Frank McSherry Neural Information Processing Systems (NIPS) | December 2010
Publication Predictive Client-side Profiles for Keyword Advertising Mikhail Bilenko, Matthew Richardson NIPS 2010 Workshop on Machine Learning in Online Advertising | December 2010
Publication Accelerating Iterations Involving Eigenvalue or Singular Value Decomposition by Block Lanczos with Warm Start Siming Wei, Zhouchen Lin MSR-TR-2010-162 | December 2010
Publication Roles of Pre-Training and Fine-Tuning in Context-Dependent DBN-HMMs for Real-World Speech Recognition Dong Yu, Li Deng, George E. Dahl NIPS 2010 workshop on Deep Learning and Unsupervised Feature Learning | December 2010 Project Project
Publication Direct Optimization of Evaluation Measures in Learning to Rank Jun Xu, Hang Li, Tie-Yan Liu, Yisha Peng, Min Lu, Wei-Ying Ma MSR-TR-2010-171 | December 2010 Access