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» A Factorization Approach to Grouping
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126
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IDA
2009
Springer
15 years 10 months ago
Probabilistic Factorization of Non-negative Data with Entropic Co-occurrence Constraints
Abstract. In this paper we present a probabilistic algorithm which factorizes non-negative data. We employ entropic priors to additionally satisfy that user specified pairs of fac...
Paris Smaragdis, Madhusudana V. S. Shashanka, Bhik...
227
Voted
ICMI
2004
Springer
128views Biometrics» more  ICMI 2004»
15 years 9 months ago
GroupMedia: distributed multi-modal interfaces
In this paper, we describe the GroupMedia system, which uses wireless wearable computers to measure audio features, headmovement, and galvanic skin response (GSR) for dyads and gr...
Anmol Madan, Ron Caneel, Alex Pentland
114
Voted
HICSS
2003
IEEE
110views Biometrics» more  HICSS 2003»
15 years 9 months ago
Wireless Brainstorming: Overcoming Status Effects in Small Group Decisions
Social factors, such as status differences, may prevent some members from participating in group decisions. Computerized group decision support systems (GDSSs) can reduce social i...
John Davis, Melora Zaner, Shelly Farnham, Cezary M...
131
Voted
ASIACRYPT
2003
Springer
15 years 9 months ago
Accumulating Composites and Improved Group Signing
Constructing practical and provably secure group signature schemes has been a very active research topic in recent years. A group signature can be viewed as a digital signature wit...
Gene Tsudik, Shouhuai Xu
130
Voted
ICML
2010
IEEE
15 years 4 months ago
Online Learning for Group Lasso
We develop a novel online learning algorithm for the group lasso in order to efficiently find the important explanatory factors in a grouped manner. Different from traditional bat...
Haiqin Yang, Zenglin Xu, Irwin King, Michael R. Ly...