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Published Date

Publication

Touchless interaction in surgical settings

Tom Carrell, Helena Mentis, Graeme Penney, Antonio Criminisi, Kenton O'Hara, Abigail Sellen, Mark Rouncefield, Neville Dastur, Varnavas, Bob Corish

Communications of the ACM | December 2014

Video Project Project

Publication

Distributed Open-Domain Conversational Understanding Framework With Domain Independent Extractors

Qi Li, Gokhan Tur, Dilek Hakkani-Tür, Xiang Li, Tim Paek, Asela Gunawardana, Chris Quirk

IEEE Spoken Language Technology Workshop | December 2014

Project

Publication

Non-convex Robust PCA

Praneeth Netrapalli, U N Niranjan, Sujay Sanghavi, Anima Anandkumar, Prateek Jain

Advances in Neural Information Processing Systems | December 2014

Project

Publication

Composite Likelihood Data Augmentation for Within-Network Statistical Relational Learning

Joseph J. Pfeiffer III, Jennifer Neville, Paul N. Bennett

Proceedings of the 14th IEEE International Conference on Data Mining (ICDM 2014) | December 2014

Publication

Deriving Local Relational Surface Forms from Dependency-Based Entity Embeddings for Unsupervised Spoken Language Understanding

Yun-Nung Chen, Dilek Hakkani-Tür, Gokhan Tur

December 2014

Project Project

Publication

Minerva: A Scalable and Highly Efficient Training Platform for Deep Learning

Minjie Wang, Tianjun Xiao, Jianpeng Li, Jiaxing Zhang, Chuntao Hong, Zheng Zhang

NIPS Workshop, Distributed Machine Learning and Matrix Computations | December 2014

Publication

Spectral Methods Meet EM: A Provably Optimal Algorithm for Crowdsourcing

Yuchen Zhang, Xi Chen, Denny Zhou, Michael L. Jordan

December 2014

Project

Publication

Spoken Language Understanding Using Long Short-Term Memory Neural Networks

Kaisheng Yao, Baolin Peng, Yu Zhang, Dong Yu, Geoffrey Zweig, Yangyang Shi

December 2014

Publication

Online and Stochastic Gradient Methods for Non-decomposable Loss Functions

Purushottam Kar, Harikrishna Narasimhan, Prateek Jain

Proceedings of the 28th Annual Conference on Neural Information Processing Systems (NIPS) | December 2014

Publication

Attentional Neural Network: Feature Selection Using Cognitive Feedback

Qian Wang, Jiaxing Zhang, Sen Song, Zheng Zhang

NIPS | December 2014

Artificial Intelligence

Highlights