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Published Date

Publication

Semi-Supervised Learning of Semantic Classes for Query Understanding – from the Web and for the Web

Ye-Yi Wang, Raphael Hoffmann, Xiao Li, Jakub Szymanski

The 18th ACM Conference on Information and Knowledge Management | November 2009

Project

Publication

Slow Learners are Fast

John Langford, Alexander J. Smola, Martin Zinkevich

NIPS 2009 | November 2009

Extended version of conference paper – NIPS 2009

Publication

Learning to Recommend Questions Based on User Ratings

Ke Sun, Yunbo Cao, Xinying Song, Young-In Song, Xiaolong Wang, Chin-Yew Lin

The 18th ACM Conference on Information and Knowledge Management (CIKM’09) | November 2009

Publication

ECG Denoising and Compression by Sparse 2D Separable Transform with Over Complete Mixed Dictionaries

Aboozar Ghafari, Hamid Palangi, Masoud Babaie-Zadeh, Christian Jutten

IEEE International Conference on Machine Learning for Signal Processing (MLSP) | October 2009

Publication

Mining Dependency in Distributed Systems through unstructured log analysis

Jian-Guang Lou, Qiang Fu, Yi Wang, Jiang Li

the 2nd Workshop on Analysis of System Logs (selected as BEST PAPER and published in SIGOPS OS Review) | October 2009

Publication

It’s all about the trees towards a hybrid syntax-based MT system

Marcin Junczys-Dowmunt

International Multiconference on Computer Science and Information Technology, 2009. IMCSIT’09 | October 2009

ISBN: 978-1-4244-5314-6

Publication

Essential Loss: Bridge the Gap between Ranking Measures and Loss Functions in Learning to Rank

Wei Chen, Tie-Yan Liu, Yanyan Lan, Zhiming Ma, Hang Li

MSR-TR-2009-141 | October 2009

Publication

Top-k Consistency of Learning to Rank Methods

Fen Xia, Tie-Yan Liu, Hang Li, Hang Li

MSR-TR-2009-139 | October 2009

Publication

Overview-Based Examples Selection in Mixed-Initiative Interactive Concept Learning

Saleema Amershi, James Fogarty, Ashish Kapoor, Desney Tan

UIST | October 2009

Publication

A Unified Approach to Building Hybrid Recommmender Systems

Asela Gunawardana, Chris Meek

ACM International Conference on Recommender Systems | October 2009

Artificial Intelligence

Highlights