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JMLR
2012
11 years 9 months ago
Noise-Contrastive Estimation of Unnormalized Statistical Models, with Applications to Natural Image Statistics
We consider the task of estimating, from observed data, a probabilistic model that is parameterized by a finite number of parameters. In particular, we are considering the situat...
Michael Gutmann, Aapo Hyvärinen
BMCBI
2008
244views more  BMCBI 2008»
13 years 6 months ago
RNAalifold: improved consensus structure prediction for RNA alignments
Background: The prediction of a consensus structure for a set of related RNAs is an important first step for subsequent analyses. RNAalifold, which computes the minimum energy str...
Stephan H. F. Bernhart, Ivo L. Hofacker, Sebastian...
AAAI
2012
11 years 9 months ago
Strategic Advice Provision in Repeated Human-Agent Interactions
This paper addresses the problem of automated advice provision in settings that involve repeated interactions between people and computer agents. This problem arises in many real ...
Amos Azaria, Zinovi Rabinovich, Sarit Kraus, Claud...
DATE
2000
IEEE
142views Hardware» more  DATE 2000»
13 years 11 months ago
Power and Delay Reduction via Simultaneous Logic and Placement Optimization in FPGAs
Traditional FPGA design flows have treated logic synthesis and physical design as separate steps. With the recent advances in technology, the lack of information on the physical ...
Balakrishna Kumthekar, Fabio Somenzi
CVPR
2006
IEEE
14 years 8 months ago
Principled Hybrids of Generative and Discriminative Models
When labelled training data is plentiful, discriminative techniques are widely used since they give excellent generalization performance. However, for large-scale applications suc...
Julia A. Lasserre, Christopher M. Bishop, Thomas P...