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» Phonological Derivation in Optimality Theory
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NIPS
2004
14 years 11 days ago
Learning, Regularization and Ill-Posed Inverse Problems
Many works have shown that strong connections relate learning from examples to regularization techniques for ill-posed inverse problems. Nevertheless by now there was no formal ev...
Lorenzo Rosasco, Andrea Caponnetto, Ernesto De Vit...
CDC
2009
IEEE
139views Control Systems» more  CDC 2009»
14 years 3 months ago
Congestion control algorithms from optimal control perspective
— This paper is concerned with understanding the connection between the existing Internet congestion control algorithms and the optimal control theory. The available resource all...
Javad Lavaei, John C. Doyle, Steven H. Low
ICASSP
2009
IEEE
14 years 5 months ago
Optimal parameter estimation for model-based quantization
We address optimal model estimation for model-based vector quantization for both the constrained resolution (CR) and constrained entropy (CE) cases. To this purpose we derive unde...
Alexey Ozerov, W. Bastiaan Kleijn
AUSAI
1999
Springer
14 years 3 months ago
Minimal Belief Change and Pareto-Optimality
This paper analyzes the notion of a minimal belief change that incorporates new information. I apply the fundamental decisiontheoretic principle of Pareto-optimality to derive a no...
Oliver Schulte
MP
2006
88views more  MP 2006»
13 years 11 months ago
Bounds on linear PDEs via semidefinite optimization
Using recent progress on moment problems, and their connections with semidefinite optimization, we present in this paper a new methodology based on semidefinite optimization, to ob...
Dimitris Bertsimas, Constantine Caramanis