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105
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JAIR
2006
15 years 20 days ago
2006
Efficient representations and solutions for large decision problems with continuous and discrete variables are among the most important challenges faced by the designers of automa...
93
Voted
ICASSP
2010
IEEE
14 years 11 months ago
2010
IEEE
We consider Bayesian detection/classification of discrete random parameters that are strongly dependent locally due to some deterministic local constraint. Based on the recently ...
117
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ICASSP
2010
IEEE
14 years 11 months ago
2010
IEEE
We investigate incremental word learning with few training examples in a Hidden Markov Model (HMM) framework suitable for an interactive learning scenario with little prior knowle...
138
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ICRA
2010
IEEE
14 years 11 months ago
2010
IEEE
— We consider the problem of task assignment and execution in multirobot systems, by proposing a procedure for bid estimation in auction protocols. Auctions are of interest to mu...
ICIP
2010
IEEE
14 years 10 months ago
2010
IEEE
A novel interactive segmentation framework comprising of a two stage s-t mincut is proposed. The framework has been designed keeping in mind the need to segment touching neuronal ...