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Published Date

Publication

SSketch: An Automated Framework for Streaming Sketch-based Analysis of Big Data on FPGA

Bita Darvish Rouhani, Ebrahim Songhori, Azalia Mirhoseini, Farinaz Koushanfar

Field-Programmable Custom Computing Machines (FCCM) | May 2015

Publication

On Estimating L_2^2 Divergence

Akshay Krishnamurthy, Kirthevasan Kandasamy, Barnabas Poczos, Larry Wasserman

Artificial Intelligence and Statistics | May 2015

Publication

Achievements and Challenges of Deep Learning

Li Deng

MSR-TR-2015-42 | May 2015

APSIPA Transactions on Signal and Information Processing

Publication

Evaluation of Explore-Exploit Policies in Multi-result Ranking Systems

Dragomir Yankov, Pavel Berkhin, Lihong Li

MSR-TR-2015-34 | May 2015

Project

Publication

Open Domain Question Answering via Semantic Enrichment

Huan Sun, Hao Ma, Scott Wen-tau Yih, Chen-Tse Tsai, JJ (Jingjing) Liu, Ming-Wei Chang

Proceedings of the companion publication of the 24th international conference on World Wide Web | May 2015

Publication

Understanding and Evaluating Sparse Linear Discriminant Analysis

Yi Wu, David Wipf, Jeong-Min Yun

May 2015

Publication

Representation Learning Using Multi-Task Deep Neural Networks for Semantic Classification and Information Retrieval

Xiaodong Liu, Jianfeng Gao, Xiaodong He, Li Deng, Kevin Duh, Ye-Yi Wang

May 2015

Publication

Counterfactual Estimation and Optimization of Click Metrics in Search Engines: A Case Study

Lihong Li, Shunbao Chen, Jim Kleban, Ankur Gupta

Proceedings of the 24th International World Wide Web Conference (WWW’14), Companion Volume | May 2015

Project

Publication

Toward Minimax Off-policy Value Estimation

Lihong Li, Remi Munos, Csaba Szepesvari

Proceedings of the 18th International Conference on Artificial Intelligence and Statistics (AISTATS) | May 2015

Project

Publication

A Multi-View Deep Learning Approach for Cross Domain User Modeling in Recommendation Systems

Ali Mamdouh Elkahky, Yang Song, Xiaodong He

WWW 2015 | May 2015

Artificial Intelligence

Highlights