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F
Harald Luschgy, and Gilles Pagès, "Functional quantization of a class of Brownian diffusions: a constructive approach", Stochastic Processes and their Applications, vol. 116, no. 2, pp. 310 - 336, 2006. Abstract
Harald Luschgy, and Gilles Pagès, "Functional quantization of Gaussian processes", Journal of Functional Analysis, vol. 196, no. 2: Academic Press, pp. 486–531, December, 2002. Abstract
Harald Luschgy, and Gilles Pagès, "Functional quantization rate and mean pathwise regularity of processes with an application to Lévy processes", Annals of Applied Probability, vol. 18, pp. 427-469, 2008. Abstract
H
Frank Aurzada, Steffen Dereich, Michael Scheutzow, and Christian Vormoor, "High resolution quantization and entropy coding of jump processes", Journal of Complexity, vol. 25, pp. 163-187, 2009. Abstract
Steffen Dereich, and Christian Vormoor, The high resolution vector quantization problem with Orlicz norm distortion, , 2010. Abstract
Harald Luschgy, and Gilles Pagès, High-resolution product quantization for Gaussian processes under sup-norm distortion, , 2005. Abstract
Anne Laure Bronstein, Gilles Pagès, and Benedikt Wilbertz, How to speed up the quantization tree algorithm with an application to swing options, , 2008. Abstract
I
Gilles Pagès, and Benedikt Wilbertz, Intrinsic stationarity for vector quantization: Foundation of dual quantization, , 2010. Abstract  Download: Foundation of dual quantization.pdf (962.7 KB)
L
Stuart P. Lloyd, "Least squares quantization in PCM", Information Theory, IEEE Transactions on, vol. 28, no. 2, pp. 129–137, 1982. Abstract
Thaddeus Tarpey, "Linear transformations and the k-means clustering algorithm: applications to clustering curves", Am Stat., vol. 61(1), pp. 34–40, 2007. Abstract
Sylvain Delattre, Jean-Claude Fort, and Gilles Pagès, "Local distortion and µ-mass of the cells of one dimensional asymptotically optimal quantizers", Communications in Statistics. Theory and Methods, vol. 33(5), 2004. Abstract
M
Abass Sagna, Méthodes de quantification optimale avec applications à la finance, , 2008. Abstract
Afef Sellami, "Méthodes de quantification optimale pour le filtrage et applications à la finance", Applied mathematics: Université Paris Dauphine, 2005. Abstract  Download: PhD_AfefSELLAMI.pdf (1.35 MB)Introduction_Sellami.pdf (248.72 KB)
James A. Bucklew, and Gary L. Wise, "Multidimensional asymptotic quantization theory with $r$th power distortion measures", Information Theory, IEEE Transactions on , vol. 28, issue 2, pp. 239 - 247, 1982. Abstract
N
Benoîte de Saporta, François Dufour, and Karen Gonzalez, Numerical method for optimal stopping of piecewise deterministic Markov processes, , 2010. Abstract
Sylvain Corlay, The Nyström method for functional quantization with an application to the fractional Brownian motion, , 2010. Abstract  Download: nystrom_quantization.pdf (457.33 KB)
O
Steffen Dereich, F. Fehringer, A. Matoussi, and M. Scheutzow, "On the link between small ball probabilities and the quantization problem for Gaussian measures on Banach spaces", Journal of Theoretical Probability, vol. 16(1), 2003. Abstract
Gilles Pagès, and Benedikt Wilbertz, Optimal Delaunay and Voronoi quantization schemes for pricing American style options., , 2011. Abstract
Gilles Pagès, Huyên Pham, and Jacques Printems, "An optimal Markovian quantization algorithm for multidimensional stochastic control problems", Stochastics and Dynamics, vol. 4(4), pp. 501-545, 2004. Abstract
Gilles Pagès, and Jacques Printems, "Optimal quadratic quantization for numerics: the Gaussian case", Monte Carlo Methods and Applications, vol. 9, pp. 135–166, 2003. Abstract  Download: Gaussian Case.pdf (563.34 KB)
Moez Mrad, and Sana Ben Hamida, "Optimal quantization : evolutionary algorithm vs stochastic gradient", Proceedings of the 9th Joint Conference on Information Sciences: Atlantic Press, 2006. Abstract  Download: Evolutionary-Algorithms.pdf (195.2 KB)
Romain Azaïs, Anne Gégout-Petit, and Jérôme Saracco, Optimal quantization applied to sliced inverse regression, , 2011. Abstract
Gilles Pagès, and Jacques Printems, "Optimal quantization for Finance: from random vectors to stochastic processes", Handbook of Numerical Analysis, vol. 15, 2008. Abstract  Download: Handbook_2008_Quantization_in_finance.pdf (478.77 KB)
Olivier Bardou, Sandrine Bouthemy, and Gilles Pagès, "Optimal quantization for the pricing of swing options", Applied Mathematical Finance, vol. 16, issue 2, pp. 183-217, 2009. Abstract
Gilles Pagès, Huyên Pham, and Jacques Printems, Optimal quantization methods and applications to numerical problems in finance, , 2004. Abstract