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Published Date

Publication

Variational free energies for compressed sensing

Florent Krzakala, Andre Manoel, Eric W. Tramel, Lenka Zdeborova

2014 International Symposium on Information Theory | August 2014

Video

Learning to Be a Depth Camera for Close-Range Human Capture and Interaction

August 8, 2014

Among Microsoft Research’s contributions to SIGGRAPH 2014, a machine learning technique for estimating absolute, per-pixel depth using any conventional monocular 2D camera, with minor hardware modifications. Our approach targets close-range human capture and interaction where…

03:46

Publication

Active learning for sparse Bayesian multi-label classification

Deepak Vasisht, Andreas Damianou, Manik Varma, Ashish Kapoor

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

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

Readmissions Score as a Service(RaaS) – Workshop on Data Science for Social Good KDD 2014

Vivek R Rao, Kiyana Zolfaghar, David K. Hazel, Vani Mandava, Basu Roy, Ankur Teredesai

August 2014

Workshop on Data Science for Social Good, KDD 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

Discovering topical aspects in microblogs

Abhimanyu Das, Anitha Kannan

COLING | August 2014

Video

Approaching the end of Moore’s Law: time to reinvent the system stack? Morning Sessions II

August 1, 2014 | Kushagra Vaid, Eric S. Chung, Pat O’Connor, and Mohammed Shoaib

01:30:42

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

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