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ICML
2005
IEEE
16 years 5 months ago
Learning discontinuities with products-of-sigmoids for switching between local models
Sensorimotor data from many interesting physical interactions comprises discontinuities. While existing locally weighted learning approaches aim at learning smooth functions, we p...
Marc Toussaint, Sethu Vijayakumar
ICML
2003
IEEE
16 years 5 months ago
Learning Logic Programs for Layout Analysis Correction
Margherita Berardi, Michelangelo Ceci, Floriana Es...
ICML
2001
IEEE
16 years 5 months ago
On No-Regret Learning, Fictitious Play, and Nash Equilibrium
Amir Jafari, Amy R. Greenwald, David Gondek, Gunes...
ICML
2001
IEEE
16 years 5 months ago
Learning with the Set Covering Machine
We generalize the classical algorithms of Valiant and Haussler for learning conjunctions and disjunctions of Boolean attributes to the problem of learning these functions over arb...
Mario Marchand, John Shawe-Taylor
ICML
2000
IEEE
16 years 5 months ago
Learning Declarative Control Rules for Constraint-BAsed Planning
Yi-Cheng Huang, Bart Selman, Henry A. Kautz