Bercu, Bernard, Bigot, Jérémie, Gadat, Sébastien and Siviero, Emilia (2023) A stochastic Gauss-Newton algorithm for regularized semi-discrete optimal transport. Information and Inference: A Journal of the IMA, Vol. 12 (n° 1). pp. 390-447.

Gadat, Sébastien, Bercu, Bernard, Bigot, Jérémie and Siviero, Emilia (2021) A Stochastic Gauss-Newton Algorithm for Regularized Semi-discrete Optimal Transport. TSE Working Paper, n. 21.1231, Toulouse, France

Bigot, Jérémie, Gadat, Sébastien, Klein, Thierry and Marteau, Clément (2013) Intensity estimation of nonhomogeneous poisson processes from shifted trajectories. Electronic Journal of Statistics, 7. pp. 881-931.

Bigot, Jérémie, Claire, Christophe and Gadat, Sébastien (2012) Random action of compact lie groups and minimax estimation of a mean pattern. IEEE Transactions on Information Theory, 58. pp. 3509-3520.

Bigot, Jérémie and Gadat, Sébastien (2010) Pattern recognition through large deformations of images. In: Pattern Recognition Intech. ISBN 978-953-7619-X-X

Bigot, Jérémie, Gadat, Sébastien and Marteau, Clément (2010) Sharp template estimation in a shifted curves model. Electronic Journal of Statistics, 4. pp. 994-1021.

Bigot, Jérémie and Gadat, Sébastien (2010) Smoothing under diffeomorphic constraints with homeomorphic splines. SIAM Journal on Numerical Analysis, 48 (1). pp. 224-243.

Bigot, Jérémie and Gadat, Sébastien (2010) A deconvolution approach to estimation of a common shape in a shifted curves model. Annals of Statistics, 38 (4). pp. 2422-2464.