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 Projet
Publication Learning Query and Image Similarities with Ranking Canonical Correlation Analysis Ting Yao, Tao Mei, Chong-Wah Ngo December 2015 Projet
Publication Relaxing from Vocabulary: Robust Weakly-Supervised Deep Learning for Vocabulary-Free Image Tagging Jianlong Fu, Yue Wu, Tao Mei, Jinqiao Wang, Hanqing Lu, Yong Rui December 2015 Projet
Publication MCDNN: An Execution Framework for Deep Neural Networks on Resource-Constrained Devices Haichen Shen, Matthai Philipose, Sharad Agarwal, Alec Wolman MSR-TR-2015-50 | December 2015