Group Meritocratic Fairness in Linear Contextual Bandits. - Riccardo Grazzi; Arya Akhavan; John Isak Texas Falk; Leonardo Cella; Massimiliano Pontil (NeurIPS, 2022)

Implicit kernel meta-learning using kernel integral forms. - John Isak Texas Falk; Carlo Ciliberto; Massimiliano Pontil (UAI, 2022)

Transfer learning for atomistic simulations using GNNs and kernel mean embeddings. - John Isak Texas Falk; Luigi Bonati; Pietro Novelli; Michele Parrinello; Massimiliano Pontil (NeurIPS, 2023)

Robust Meta-Representation Learning via Global Label Inference and Classification. - Ruohan Wang; John Isak Texas Falk; Massimiliano Pontil; Carlo Ciliberto (IEEE Trans. Pattern Anal. Mach. Intell., 2024)