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» Pattern Search Methods for Linearly Constrained Minimization
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AUTOMATICA
2004
122views more  AUTOMATICA 2004»
13 years 8 months ago
Approximate explicit receding horizon control of constrained nonlinear systems
An algorithm for the construction of an explicit piecewise linear state feedback approximation to nonlinear constrained receding horizon control is given. It allows such controlle...
Tor Arne Johansen
NIPS
2000
13 years 9 months ago
Vicinal Risk Minimization
The Vicinal Risk Minimization principle establishes a bridge between generative models and methods derived from the Structural Risk Minimization Principle such as Support Vector M...
Olivier Chapelle, Jason Weston, Léon Bottou...
AAAI
2006
13 years 9 months ago
Semi-supervised Multi-label Learning by Constrained Non-negative Matrix Factorization
We present a novel framework for multi-label learning that explicitly addresses the challenge arising from the large number of classes and a small size of training data. The key a...
Yi Liu, Rong Jin, Liu Yang
AISC
2004
Springer
14 years 1 months ago
Proof Search in Minimal Logic
ion Within Partial Deduction for Linear Logic . . . . . . . . . . . . . . . . . 52 P. K¨ungas A Decision Procedure for Equality Logic with Uninterpreted Functions . . . 66 O. Tver...
Helmut Schwichtenberg
SIAMIS
2010
190views more  SIAMIS 2010»
13 years 3 months ago
Analysis and Generalizations of the Linearized Bregman Method
This paper analyzes and improves the linearized Bregman method for solving the basis pursuit and related sparse optimization problems. The analysis shows that the linearized Bregma...
Wotao Yin