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JMLR
2011
148views more  JMLR 2011»
14 years 10 months ago
Multitask Sparsity via Maximum Entropy Discrimination
A multitask learning framework is developed for discriminative classification and regression where multiple large-margin linear classifiers are estimated for different predictio...
Tony Jebara
MMAS
2011
Springer
14 years 10 months ago
Scalable Bayesian Reduced-Order Models for Simulating High-Dimensional Multiscale Dynamical Systems
While existing mathematical descriptions can accurately account for phenomena at microscopic scales (e.g. molecular dynamics), these are often high-dimensional, stochastic and thei...
Phaedon-Stelios Koutsourelakis, Elias Bilionis
119
Voted
TIP
2011
116views more  TIP 2011»
14 years 10 months ago
Interactive Streaming of Stored Multiview Video Using Redundant Frame Structures
—While much of multiview video coding focuses on the rate-distortion performance of compressing all frames of all views for storage or non-interactive video delivery over network...
Gene Cheung, Antonio Ortega, Ngai-Man Cheung
177
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WWW
2011
ACM
14 years 10 months ago
A word at a time: computing word relatedness using temporal semantic analysis
Computing the degree of semantic relatedness of words is a key functionality of many language applications such as search, clustering, and disambiguation. Previous approaches to c...
Kira Radinsky, Eugene Agichtein, Evgeniy Gabrilovi...
204
Voted
WWW
2011
ACM
14 years 10 months ago
Second international workshop on RESTful design (WS-REST 2011)
Over the past few years, the discussion between the two major architectural styles for designing and implementing Web services, the RPC-oriented approach and the resourceoriented ...
Cesare Pautasso, Erik Wilde, Rosa Alarcón
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