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» Constructive and collaborative learning of algorithms
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ECCV
2010
Springer
15 years 1 months ago
Robust and Fast Collaborative Tracking with Two Stage Sparse Optimization
Abstract. The sparse representation has been widely used in many areas and utilized for visual tracking. Tracking with sparse representation is formulated as searching for samples ...
Baiyang Liu, Lin Yang, Junzhou Huang, Peter Meer, ...
90
Voted
ICMI
2005
Springer
113views Biometrics» more  ICMI 2005»
15 years 6 months ago
Automatic detection of interaction groups
This paper addresses the problem of detecting interaction groups in an intelligent environment. To understand human activity, we need to identify human actors and their interperso...
Oliver Brdiczka, Jérôme Maisonnasse, ...
112
Voted
SIGIR
2009
ACM
15 years 7 months ago
Fast nonparametric matrix factorization for large-scale collaborative filtering
With the sheer growth of online user data, it becomes challenging to develop preference learning algorithms that are sufficiently flexible in modeling but also affordable in com...
Kai Yu, Shenghuo Zhu, John D. Lafferty, Yihong Gon...
101
Voted
ML
1998
ACM
102views Machine Learning» more  ML 1998»
15 years 5 days ago
Statistical Mechanics of Online Learning of Drifting Concepts: A Variational Approach
We review the application of statistical mechanics methods to the study of online learning of a drifting concept in the limit of large systems. The model where a feed-forward netwo...
Renato Vicente, Osame Kinouchi, Nestor Caticha
95
Voted
ICMCS
2010
IEEE
169views Multimedia» more  ICMCS 2010»
15 years 1 months ago
Real-time stereo-vision system for 3D teleimmersive collaboration
Though the variety of desktop real time stereo vision systems has grown considerably in the past several years, few make any verifiable claims about the accuracy of the algorithms...
Ramanarayan Vasudevan, Zhong Zhou, Gregorij Kurill...