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182
Voted
ICDM
2006
IEEE
16 years 23 days ago
2006
IEEE
— Log-linear models are widely used for labeling feature vectors and graphical models, typically to estimate robust conditional distributions in presence of a large number of pot...
180
Voted
STOC
2004
ACM
16 years 7 months ago
2004
ACM
Abstract. We give the first exponential separation between quantum and bounded-error randomized one-way communication complexity. Specifically, we define the Hidden Matching Proble...
188
Voted
ATAL
2007
Springer
16 years 27 days ago
2007
Springer
Activity recognition is a key component for creating intelligent, multi-agent systems. Intrinsically, activity recognition is a temporal classification problem. In this paper, we...
188
Voted
ICASSP
2009
IEEE
16 years 1 months ago
2009
IEEE
We propose a convex optimization method for maximum likelihood estimation of autoregressive models, subject to conditional independence constraints. This problem is an extension t...