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Published Date

Publication

Unsupervised Learning of Word Semantic Embedding using the Deep Structured Semantic Model

Xinying Song, Xiaodong He, Jianfeng Gao, Li Deng

MSR-TR-2014-109 | August 2014

Publication

Exploiting Geographic Dependencies for Real Estate Appraisal: A Mutual Perspective of Ranking and Clustering

Yanjie Fu, Hui Xiong, Yong Ge, Zijun Yao, Yu Zheng, Zhi-Hua Zhou

Proceedings of the 20th SIGKDD conference on Knowledge Discovery and Data Mining | August 2014

Project

Publication

Normalized Online Learning

Stephane Ross, Paul Mineiro, John Langford

Twenty-Ninth Conference on Uncertainty in Artificial Intelligence2013 | August 2014

Publication

Co-learning ofWord Representations and Morpheme Representations

Siyu Qiu, Qing Cui, Jiang Bian, Bin Gao, Tie-Yan Liu

August 2014

Publication

Bringing Structure to Text: Mining Phrases, Entity Concepts, Topics, and Hierarchies

Jiawei Han, Chi Wang, Ahmed El-kishky

Proceeding 2014 ACM SIGKDD Conference on Knowledge Discovery and Data Mining | August 2014

Publication

FastXML: A Fast, Accurate and Stable Tree-classifier for eXtreme Multi-label Learning

Yashoteja Prabhu, Manik Varma

ACM SIGKDD Conference on Knowledge Discovery and Data Mining | August 2014

Project

Publication

A Probabilistic Model for Learning Multi-Prototype Word Embeddings

Fei Tian, Hanjun Dai, Jiang Bian, Bin Gao, Rui Zhang, Enhong Chen, Tie-Yan Liu

August 2014

Publication

Constructing Topical Hierarchies in Heterogeneous Networks

Chi Wang, Jialu Liu, Nihit Desai, Marina Danilevsky, Jiawei Han

Knowledge and Information Systems | August 2014, Vol 44: pp. 529-558

Publication

Conditional Probability Tree Estimation Analysis and Algorithms

Alina Beygelzimer, John Langford, Yuri Lifshits, Gregory Sorkin, Alex Strehl

Twenty-Fifth Conference on Uncertainty in Artificial Intelligence | August 2014

See related paper from June 2009

Publication

Multi-Observation Blind Deconvolution with an Adaptive Sparse Prior

Haichao Zhang, David Wipf, Yanning Zhang

IEEE Transactions on Pattern Analysis and Machine Intelligence (PAMI) | August 2014

Artificial Intelligence

Highlights