Theoretical aspects of the SOM algorithm M Cottrell, JC Fort, G Pagès Neurocomputing 21 (1-3), 119-138, 1998 | 319 | 1998 |
A quantization algorithm for solving multidimensional discrete-time optimal stopping problems V Bally, G Pagès Bernoulli 9 (6), 1003-1049, 2003 | 315 | 2003 |
Computing VaR and CVaR using stochastic approximation and adaptive unconstrained importance sampling O Bardou, N Frikha, G Pages Walter de Gruyter GmbH & Co. KG 15 (3), 173-210, 2009 | 313 | 2009 |
Convergence en loi des suites d'intégrales stochastiques sur l'espace 1 de Skorokhod A Jakubowski, J Mémin, G Pages Probability Theory and Related Fields 81, 111-137, 1989 | 290 | 1989 |
A quantization tree method for pricing and hedging multidimensional American options V Bally, G Pagès, J Printems Mathematical Finance: An International Journal of Mathematics, Statistics …, 2005 | 267 | 2005 |
A space quantization method for numerical integration G Pagès Journal of computational and applied mathematics 89 (1), 1-38, 1998 | 266 | 1998 |
Optimal quadratic quantization for numerics: the Gaussian case G Pagès, J Printems Monte Carlo Methods Appl. 9 (2), 135-165, 2003 | 216 | 2003 |
Optimal quantization methods and applications to numerical problems in finance G Pagès, H Pham, J Printems Handbook of computational and numerical methods in finance, 253-297, 2004 | 198 | 2004 |
Approximations of functions by a multilayer perceptron: a new approach JG Attali, G Pagès Neural networks 10 (6), 1069-1081, 1997 | 179 | 1997 |
Error analysis of the optimal quantization algorithm for obstacle problems V Bally, G Pages Stochastic processes and their applications 106 (1), 1-40, 2003 | 176 | 2003 |
Functional quantization of Gaussian processes H Luschgy, G Pagès Journal of Functional Analysis 196 (2), 486-531, 2002 | 151 | 2002 |
Recursive computation of the invariant distribution of a diffusion D Lamberton, G Pages Bernoulli, 367-405, 2002 | 125 | 2002 |
Functional quantization for numerics with an application to option pricing G Pagès, J Printems Monte Carlo Methods Appl. 11 (4), 407-446, 2005 | 118 | 2005 |
Numerical probability G Pagès Universitext, Springer, 2018 | 102 | 2018 |
Optimal quantization methods for nonlinear filtering with discrete-time observations G Pagès, H Pham Bernoulli 11 (5), 893-932, 2005 | 101 | 2005 |
An optimal Markovian quantization algorithm for multi-dimensional stochastic control problems G Pages, H Pham, J Printems Stochastics and dynamics 4 (04), 501-545, 2004 | 101 | 2004 |
Sharp asymptotics of the functional quantization problem for Gaussian processes H Luschgy, G Pagès | 101 | 2004 |
Self-organization and as convergence of the one-dimensional Kohonen algorithm with non-uniformly distributed stimuli C Bouton, G Pages Stochastic Processes and their Applications 47 (2), 249-274, 1993 | 98 | 1993 |
Optimal split of orders across liquidity pools: a stochastic algorithm approach S Laruelle, CA Lehalle, G Pages SIAM Journal on Financial Mathematics 2 (1), 1042-1076, 2011 | 94 | 2011 |
Optimal quantization for the pricing of swing options O Bardou, S Bouthemy, G Pagès Applied Mathematical Finance 16 (2), 183-217, 2009 | 94 | 2009 |