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Published Date

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

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

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

Publication

See No Evil, Say No Evil: Description Generation from Densely Labeled Images

Mark Yatskar, Michel Galley, Lucy Vanderwende, Luke Zettlemoyer

Proceedings of the Third Joint Conference on Lexical and Computational Semantics (*SEM 2014) | August 2014

Publication

Adapting Interaction Environments to Diverse Users through Online Action Set Selection

M. M. Hassan Mahmud, Benjamin Rosman, Subramanian Ramamoorthy, Pushmeet Kohli

Proceedings of the AAAI 2014 Workshop on Machine Learning for Interactive Systems | July 2014

ISBN: 978-1-57735-661-5

Video

Deep Learning Demystified

July 31, 2014

John Platt of Microsoft Research discusses deep learning and what makes it different from other types of machine learning.

01:45

Video

John Platt Plenty Excited About AI

July 31, 2014 | John Platt

Microsoft researcher John Platt discusses his enthusiasm for artificial intelligence and machine learning during a video interview, the latest in the Microsoft Research Luminaries series.

John Platt wearing glasses and smiling at the camera

16:58

Publication

SmartVisio: Interactive Sketch Recognition with Natural Correction and Editing

Jie Wu, Changhu Wang, Liqing Zhang, Yong Rui

ACM Conference on Multimedia | July 2014

Video Project

Publication

Sketch Recognition with Natural Correction and Editing

Jie Wu, Changhu Wang, Liqing Zhang, Yong Rui

The Twenty-Eighth AAAI Conference on Artificial Intelligence | July 2014

Project

Artificial Intelligence

Highlights