PASCAL - Pattern Analysis, Statistical Modelling and Computational Learning

EPrints submitted by Sylvain Gelly

Click here to see user's record.

Number of EPrints submitted by this user: 13

From Factorial and Hierarchical HMM to Bayesian Network : A Representation Change Algorithm
Sylvain Gelly, Nicolas Bredeche and Michele Sebag
In: SARA 2005 : Symposium on Abstraction, Reformulation and Approximation, 26-29 Jul 2005, Edinburgh.

A Statistical Learning Theory Approach of Bloat
Sylvain Gelly, Olivier Teytaud, Nicolas Bredeche and Marc Schoenauer
In: Genetic and Evolutionary Computation Conference 2005, 2005.

Artificial Agents and Speculative Bubbles
Yann Semet, Sylvain Gelly, Marc Schoenauer and Michele Sebag
In: CF'04: International Conference on Computational Finance & its Applications (PKDD-2004), Sep 2004, Pisa, Italy.

Statistical asymptotic and non-asymptotic consistency of bayesian networks : convergence to the right structure and consistent probability estimates
Sylvain Gelly and Olivier Teytaud
In: CAP 2005, Nice, France(2005).

Taylor-based pseudo-metrics for random process fitting in dynamic programming : expected loss minimisation and risk management
Sylvain Gelly, Jeremie Mary and Olivier Teytaud
In: PDMIA 2005, Lille, France(2005).

Bayesian networks : a better than frequentist approach for parametrization, and a more accurate structural complexity measure than the number of parameters
Sylvain Gelly and Olivier Teytaud
RIA pp. 717-755, 2005.

Universal Consistency and Bloat in GP : Some theoretical considerations about Genetic Programming from a Statistical Learning Theory viewpoint
Sylvain Gelly, Olivier Teytaud, Nicolas Bredeche and Marc Schoenauer
RIA Number 20, pp. 805-827, 2005.

General lower bounds for evolutionary algorithms
Olivier Teytaud and Sylvain Gelly
In: 10th International Conference on Parallel Problem Solving from Nature (PPSN 2006), 9-13 Sep 2006, Reykjavik.

On the ultimate convergence rates for isotropic algorithms and the best choices among various forms of isotropy
Sylvain Gelly, Jeremie Mary and Olivier Teytaud
In: 10th International Conference on Parallel Problem Solving from Nature (PPSN 2006), 9-13 Sep 2006, Reykjavik.

Comparison-based algorithms: worst-case optimality, optimality w.r.t a bayesian prior, the intraclass-variance minimization in EDA, and implementations with billiards
Sylvain Gelly, Sylvie Ruette and Olivier Teytaud
In: PPSN-BTP-Workshop, 10th International Conference on Parallel Problem Solving from Nature (PPSN 2006), 9-13 Sep 2006, Reykjavik.

Resource-Aware Parameterizations of EDA
Sylvain Gelly, Olivier Teytaud and Christian Gagne
In: IEEE CEC 2006 Congress on Evolutionary Computation, 16-21 July 2006, Vancouver, BC, Canada.

Learning for stochastic dynamic programming
Sylvain Gelly, Jeremie Mary and Olivier Teytaud
In: 11th European Symposium on Artificial Neural Networks, 26 - 28 April, Bruges Belgium.

Exploration exploitation in Go: UCT for Monte-Carlo Go
Sylvain Gelly and Yizao Wang
In: On-line Trading of Exploration and Exploitation, 8 December 2006, Whistler, BC, Canada.