Melis, Luca

5 publications

ICML 2025 Auditing $f$-Differential Privacy in One Run Saeed Mahloujifar, Luca Melis, Kamalika Chaudhuri

ICLR 2024 ReMasker: Imputing Tabular Data with Masked Autoencoding Tianyu Du, Luca Melis, Ting Wang

ICML 2023 Federated Linear Contextual Bandits with User-Level Differential Privacy Ruiquan Huang, Huanyu Zhang, Luca Melis, Milan Shen, Meisam Hejazinia, Jing Yang

NeurIPS 2021 Adversarial Robustness with Non-Uniform Perturbations Ecenaz Erdemir, Jeffrey Bickford, Luca Melis, Sergul Aydore

ICML 2021 Differentially Private Query Release Through Adaptive Projection Sergul Aydore, William Brown, Michael Kearns, Krishnaram Kenthapadi, Luca Melis, Aaron Roth, Ankit A. Siva