Non-asymptotic Analysis of Biased Adaptive Stochastic Approximation. - Sobihan Surendran; Adeline Fermanian; Antoine Godichon-Baggioni; Sylvain Le Corff (NeurIPS, 2024)

A Penalized Criterion for Selecting the Number of Clusters for K-Medians. - Antoine Godichon-Baggioni; Sobihan Surendran (J. Comput. Graph. Stat., 2024)

Theoretical Convergence Guarantees for Variational Autoencoders. - Sobihan Surendran; Antoine Godichon-Baggioni; Sylvain Le Corff (AISTATS, 2025)

Latent Guided Sampling for Combinatorial Optimization. - Sobihan Surendran; Adeline Fermanian; Sylvain Le Corff (CoRR, 2025)