Donini, Michele

12 publications

FnTML 2025 Hyperparameter Optimization in Machine Learning Luca Franceschi, Michele Donini, Valerio Perrone, Aaron Klein, Cédric Archambeau, Matthias W. Seeger, Massimiliano Pontil, Paolo Frasconi

ICML 2024 Explaining Probabilistic Models with Distributional Values Luca Franceschi, Michele Donini, Cedric Archambeau, Matthias Seeger

MLOSS 2024 Fortuna: A Library for Uncertainty Quantification in Deep Learning Gianluca Detommaso, Alberto Gasparin, Michele Donini, Matthias Seeger, Andrew Gordon Wilson, Cedric Archambeau

AISTATS 2023 Efficient Fair PCA for Fair Representation Learning Matthäus Kleindessner, Michele Donini, Chris Russell, Muhammad Bilal Zafar

ICLRW 2023 Explaining Multiclass Classifiers with Categorical Values: A Case Study in Radiography Luca Franceschi, Cemre Zor, Muhammad Bilal Zafar, Gianluca Detommaso, Cedric Archambeau, Tamas Madl, Michele Donini, Matthias Seeger

AAAI 2023 Model AI Assignments 2023 Todd W. Neller, Raechel Walker, Olivia Dias, Zeynep Yalçin, Cynthia Breazeal, Matthew E. Taylor, Michele Donini, Erin J. Talvitie, Charlie Pilgrim, Paolo Turrini, James Maher, Matthew Boutell, Justin Wilson, Narges Norouzi, Jonathan Scott

NeurIPS 2020 Exploiting MMD and Sinkhorn Divergences for Fair and Transferable Representation Learning Luca Oneto, Michele Donini, Giulia Luise, Carlo Ciliberto, Andreas Maurer, Massimiliano Pontil

IJCAI 2020 Marthe: Scheduling the Learning Rate via Online Hypergradients Michele Donini, Luca Franceschi, Orchid Majumder, Massimiliano Pontil, Paolo Frasconi

NeurIPS 2018 Empirical Risk Minimization Under Fairness Constraints Michele Donini, Luca Oneto, Shai Ben-David, John S Shawe-Taylor, Massimiliano Pontil

ICML 2017 Forward and Reverse Gradient-Based Hyperparameter Optimization Luca Franceschi, Michele Donini, Paolo Frasconi, Massimiliano Pontil

MLJ 2017 Learning Deep Kernels in the Space of Dot Product Polynomials Michele Donini, Fabio Aiolli

ICLR 2017 On Hyperparameter Optimization in Learning Systems Luca Franceschi, Michele Donini, Paolo Frasconi, Massimiliano Pontil