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JMLR
2010
101views more  JMLR 2010»
15 years 1 months ago
Efficient Reductions for Imitation Learning
Imitation Learning, while applied successfully on many large real-world problems, is typically addressed as a standard supervised learning problem, where it is assumed the trainin...
Stéphane Ross, Drew Bagnell
TMM
2010
178views Management» more  TMM 2010»
15 years 1 months ago
A Lightweight SCTP for Partially Reliable Overlay Video Multicast Service for Mobile Terminals
Abstract--In this article, a video multicast protocol for multihomed mobile terminals is proposed as an alternative stream control transmission protocol (SCTP) for partially reliab...
Jinsuk Baek, Paul S. Fisher, Minho Jo, Hsiao-Hwa C...
TSP
2010
15 years 1 months ago
Learning graphical models for hypothesis testing and classification
Sparse graphical models have proven to be a flexible class of multivariate probability models for approximating high-dimensional distributions. In this paper, we propose techniques...
Vincent Y. F. Tan, Sujay Sanghavi, John W. Fisher ...
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JOCN
2011
90views more  JOCN 2011»
15 years 1 months ago
Brain Structure in Young and Old East Asians and Westerners: Comparisons of Structural Volume and Cortical Thickness
■ There is an emergent literature suggesting that East Asians and Westerners differ in cognitive processes because of cultural biases to process information holistically (East A...
Michael Wei Liang Chee, Hui Zheng, Joshua Oon Soo ...
ICASSP
2011
IEEE
14 years 10 months ago
Variational Bayesian Kalman filtering in dynamical tomography
The problem of dynamical tomography consists in reconstructing a temporal sequence of images from their noisy projections. For this purpose, a recursive algorithm is usually used,...
Boujemaa Ait-El-Fquih, Thomas Rodet