Article

Bercu, Bernard, Bigot, Jérémie, Gadat, Sébastien and Siviero, Emilia (2022) A stochastic Gauss-Newton algorithm for regularized semi-discrete optimal transport. Information and Inference: A Journal of the IMA. pp. 1-56.

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, 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.

Book Section

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