Publication Efficient and Parsimonious Agnostic Active Learning Tzu-Kuo Huang, Alekh Agarwal, Daniel Hsu, John Langford, Robert E. Schapire Advances in Neural Information Processing Systems 28 (NIPS 2015) | December 2015
Publication A Provably Correct Sampler for Probabilistic Programs Chung-Kil Hur, Aditya Nori, Sriram Rajamani Foundations of Software Technology and Theoretical Computer Science (FSTTCS) | December 2015 Project
Publication Nonparametric von Mises estimators for entropies, divergences, and mutual informations Kirthevasan Kandasamy, Akshay Krishnamurthy, Barnabas Poczos, Larry Wasserman, James M. Robins Advances in Neural Information Processing Systems | December 2015
Publication Optimization Monte Carlo: Efficient and Embarrassingly Parallel Likelihood-Free Inference Ted Meeds, Max Welling Neural Information Processing Systems (NIPS) | December 2015
Publication Natural Language Understanding for Partial Queries Xiaohu Liu, Asli Celikyilmaz, Ruhi Sarikaya December 2015
Publication Entropy-based Latent Structured Output Prediction Diane Bouchacourt, Sebastian Nowozin, M. Pawan Kumar December 2015
Publication Deep Neural Decision Forests [Winner of the David Marr Prize 2015] Peter Kontschieder, Madalina Fiterau, Antonio Criminisi, Samuel Rota Bulo Intl. Conf. on Computer Vision (ICCV), Santiago, Chile | December 2015 David Marr Prize 2015
Publication End-to-end Learning of Latent Dirichlet Allocation by Mirror-Descent Back Propagation Jianshu Chen, Ji He, Yelong Shen, Lin Xiao, Xiaodong He, Jianfeng Gao, Xinying Song, Li Deng NIPS | December 2015
Publication Evaluating Machine Learned User Experiences Asela Gunawardana NIPS Workshop on Multi-class and Multi-label Learning in Extremely Large Label Spaces | December 2015
Publication Learning Bidirectional Intent Embeddings by Convolutional Deep Structured Semantic Models for Spoken Language Understanding Yun-Nung Chen, Dilek Hakkani-Tür, Xiaodong He NIPS workshop | December 2015 Project