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Book
Siegfried Graf, and Harald Luschgy, Foundations of quantization for probability distributions, , Secaucus, NJ, USA, Springer-Verlag New York, Inc., 2000. Abstract
Allen Gersho, and Robert M. Gray, Vector quantization and signal compression, : Kluwer Academic Press, 1992.
Conference Paper
Vlad Bally, and Gilles Pagès, "A quantization algorithm for solving multidimensional optimal stopping problems, preprint", University de Paris VI, pp. 1003–1049, 2001. Abstract
Journal Article
Giorgia Callegaro, and Abass Sagna, An application to credit risk of a hybrid Monte Carlo-Optimal quantization method, , 2009. Abstract
Huyên Pham, Wolfgang Runggaldier, and Afef Sellami, "Approximation by quantization of the filter process and applications to optimal stopping problems under partial observation", Monte Carlo methods and Applications, vol. 11(1), pp. 57-81, 2005. Abstract  Download: Quantization filter process optimal stopping.pdf (345.93 KB)
Paul L. Zador, "Asymptotic quantization error of continuous signals and the quantization dimension", IEEE Trans. Inform. Theory, vol. IT-28, no. 2, pp. 139–149, March, 1982. Abstract
Harald Luschgy, Gilles Pagès, and Benedikt Wilbertz, "Asymptotically optimal quantization schemes for Gaussian processes", ESAIM: PS, vol. 14, pp. 93 - 116, 2010. Abstract
Jean-Claude Fort, and Gilles Pagès, "Asymptotics of optimal quantizers for some scalar distributions", J. Comput. Appl. Math., vol. 146, no. 2, Amsterdam, The Netherlands, The Netherlands, Elsevier Science Publishers B. V., pp. 253–275, 2002. Abstract
Harald Luschgy, and Siegfried Graf, "Asymptotics of the quantization errors for self-similar probabilities", Real Analysis Exchange 26, vol. 26(2), pp. 795-810, 2001.
Steffen Dereich, "The coding complexity of diffusion processes under Lp[0, 1]-norm distortion", Stochastic Processes and their Applications, vol. 118, issue 6, pp. 938-951, June, 2008. Abstract
Afef Sellami, "Comparative survey on nonlinear filtering methods: the quantization and the particle filtering approaches", Journal of Statistical Computation and Simulation, vol. 78, issue 2, pp. 93-113, 2008. Abstract
Stefan Junglen, and Harald Luschgy, "A constructive sharp approach to functional quantization of stochastic processes", Journal of Applied Mathematics, vol. 2010, 2010. Abstract  Download: Constructive functional quantization.pdf (1.03 MB)
Benoît Patra, Convergence of distributed asynchronous learning vector quantization algorithms, , 2010. Abstract  Download: AsyncStochGradient.pdf (498.47 KB)
Afef Sellami, and Gilles Pagès, Convergence of multi-dimensional quantized SDE's, , 2010. Abstract  Download: Pages_Sellami_Quantized_SDE.pdf (356.05 KB)
Olivier Bardou, Noufel Frikha, and Gilles Pagès, CVaR hedging using quantization based stochastic approximation algorithm, , 2010. Abstract  Download: CVaR_hedging.pdf (369.08 KB)
Emmanuel Gobet, Gilles Pagès, Huyên Pham, and Jacques Printems, Discretization and simulation for a class of SPDEs with applications to Zakai and McKean-Vlasov equations, , 2005. Abstract
Gilles Pagès, and Benedikt Wilbertz, Dual Quantization for random walks with application to credit derivatives, , 2009. Abstract
Harald Luschgy, and Siegfried Graf, "Entropy-constrained functional quantization of Gaussian measures", Proceedings AMS, vol. 133, pp. 3403-3409 , 2005. Abstract
Vlad Bally, and Gilles Pagès, "Error analysis of the quantization algorithm for obstacle problems", Stochastic Processes & Their Applications, vol. 106(1), 2003. Abstract
Vlad Bally, Gilles Pagès, and Jacques Printems, "First order schemes in the numerical quantization method", Mathematical Finance, vol. 13, issue 1, pp. 1-16, 2003. Abstract  Download: First Order Schmes.pdf (218.51 KB)
François Delarue, and Stéphane Menozzi, "A forward–backward stochastic algorithm for quasi-linear PDEs", Annals of Applied Probability, vol. 16(1), pp. 140-184, 2006. Abstract
Harald Luschgy, Siegfried Graf, and Gilles Pagès, "Fractal functional quantization of mean-regular stochastic processes", Mathematical Proceedings of the Cambridge Philosophical Society, 2010. Abstract
Siegfried Graf, Harald Luschgy, and Gilles Pagès, "Functional quantization and small balls probabilities for Gaussian processes", Journal of Theoretical Probability, vol. 16(4), 2003. Abstract
Sylvain Corlay, and Gilles Pagès, Functional quantization based stratified sampling methods, , 2010. Abstract  Download: functional_stratif.pdf (665.41 KB)
Gilles Pagès, and Jacques Printems, "Functional quantization for numerics with an application to option pricing", Monte Carlo Methods and Appl., vol. 11, no. 11, pp. 407-446, 2005. Abstract  Download: Functional Quantization Num.pdf (531.76 KB)