Lecture notes and book chapters
Neural networks-based algorithms for stochastic control and PDEs in finance, [pdf], (with M. Germain, X. Warin)
Machine Learning and Data Sciences for Financial Markets: a guide to contemporary practices, 2023, Cambridge University Press, Editors: Agostino Capponi and Charles-Albert Lehalle,
Linear-Quadratic McKean-Vlasov Stochastic Differential Games, [pdf], IMA Volume on Modelling, Stochastic control, Optimization and Applications" 2019, Eds. G. Yin and Q. Zhang, 451-481.
Dynamic Programming for an Investment/Consumption problem in illiquid markets with regime-switching, [pdf], 2013, “Proceedings of the conference on Stochastic Analysis and Control in honor of J. Zabczyk”, Banach Center Publication,
Large deviations in Finance, [pdf], 2010, Third SMAI European Summer School in Financial Mathematics.
Investment/consumption choice in illiquid markets with random trading times, [pdf], 2009, Radon Series on Computational and Applied Mathematics,
Portfolio optimization under partial observation : theoretical and numerical aspects, [pdf], Handbook of Nonlinear Filtering, Oxford Univ. Press, 2011, eds. D. Crisan and B. Rozovski
Numerical approximation by quantization of control problems in finance under partial observations [pdf ],with M. Corsi and W. Runggaldier), 2008, ``Mathematical modeling and numerical methods in finance", special volume of Handbook of Numerical analysis, edited by A. Bensoussan and Q. Zhang.
PDE formulation survey, [pdf], Encyclopedia of Quantitative Finance, Wiley, ed. R. Cont
Optimization methods in portfolio management and option hedging, [pdf], 2007, Lectures notes for the CIMPA-IMAMIS school on mathematical finance, Hanoi, May 2007.
Some methods and applications of large deviations in finance and insurance, [pdf], 2007, Paris-Princeton Lecture notes in mathematical Finance, Springer Verlag.
Explicit solution to an irreversible investment model with a stochastic production capacity, [pdf], 2006, From stochastic analysis to mathematical finance, Festschrift for Albert Shiryaev, 2006, (Y.Kabanov and R.Liptser, eds.) Springer.
Numerical approximation by quantization for optimization problems in finance under partial observations, [pdf], 2006, Proceedings of the 6th Ritsumeikan symposium, Stochastic processes and applications to mathematical finance.
Quantization methods in filtering and applications to partially observed stochastic volatility models, [pdf] 2005, The 7th Workshop on Stochastic Numerics (Shigeyoshi Ogawa ed.), RIMS Kokyuroku 1462, 79-99
Optimal quantization methods and applications to numerical problems in finance, (with G. Pagès and J. Printems), [ps], 2004, Handbook of computational and numerical methods in finance, ed. Z. Rachev , Springer Verlag
Hedging and Optimization problems in continuous financial models, [pdf], 2000, Mathematical Finance, Theory and Practice, Series in Contemporary Applied Mathematics, Ed.s J. Yong, R. Cont.