Multi-task Representation Learning with Stochastic Linear Bandits. - Leonardo Cella; Karim Lounici; Grégoire Pacreau; Massimiliano Pontil (AISTATS, 2023)

Robust covariance estimation with missing values and cell-wise contamination. - Grégoire Pacreau; Karim Lounici (NeurIPS, 2023)

Neural Conditional Probability for Uncertainty Quantification. - Vladimir Kostic; Grégoire Pacreau; Giacomo Turri; Pietro Novelli; Karim Lounici; Massimiliano Pontil (NeurIPS, 2024)

Neural Conditional Probability for Inference. - Vladimir R. Kostic; Karim Lounici; Grégoire Pacreau; Pietro Novelli; Giacomo Turri; Massimiliano Pontil (CoRR, 2024)