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Published Date

Publication

Just-In-Time Learning for Fast and Flexible Inference

Ali Eslami, Daniel Tarlow, Pushmeet Kohli, John Winn

NIPS’14 Proceedings of the 27th International Conference on Neural Information Processing Systems | December 2014

Project

Publication

Provable Submodular Minimization Using Wolfe’s Algorithm

Deeparnab Chakrabarty, Prateek Jain, Pravesh Kothari

NIPS’14 Proceedings of the 27th International Conference on Neural Information Processing Systems, Montreal, Canada | December 2014

Publication

Deep Learning Powered In-Session Contextual Ranking using Clickthrough Data

Xiujun Li, Chenlei Guo, Wei Chu, Ye-Yi Wang, Jude Shavlik

December 2014

Publication

Combinatorial Pure Exploration of Multi-Armed Bandits

Shouyuan Chen, Tian Lin, Irwin King, Michael R. Lyu, Wei Chen

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

The PDF download link contains some bug fixes to the original paper.

Publication

Asymmetric LSH (ALSH) for Sublinear Time Maximum Inner Product Search (MIPS)

Anshumali Shrivastava, Ping Li

2014 Neural Information Processing Systems | December 2014

Outstanding Paper Award

Publication

Deep Learning and Continuous Representations for Language Processing (Tutorial for SLT-2014)

Xiaodong He, Scott Wen-tau Yih

December 2014

Publication

Toolkit For Building Conversational Understanding Models Using Semantic Graphs

Dilek Hakkani-Tür, Asli Celikyilmaz, Geoffrey Zweig

December 2014

Publication

Chapter 6: Deep Dynamic Models for Learning Hidden Representations of Speech Features

Li Deng, Roberto Togneri

6 | Published by Springer | 2014

Publication

Power to the People: The Role of Humans in Interactive Machine Learning

Saleema Amershi, Maya Cakmak, W. Bradley Knox, Todd Kulesza

AI Magazine | December 2014

Publication

Temporal Supervised Learning for Inferring a Dialog Policy from Example Conversations

Lihong Li, He He, Jason Williams

Proceedings IEEE Spoken Language Technology Workshop (SLT) | December 2014

To appear in the 2014 IEEE Spoken Language Technology Workshop.

Artificial Intelligence

Highlights