Denevi, Giulia

7 publications

NeurIPS 2022 Conditional Meta-Learning of Linear Representations Giulia Denevi, Massimiliano Pontil, Carlo Ciliberto

UAI 2020 Online Parameter-Free Learning of Multiple Low Variance Tasks Giulia Denevi, Massimiliano Pontil, Dimitrios Stamos

NeurIPS 2020 The Advantage of Conditional Meta-Learning for Biased Regularization and Fine Tuning Giulia Denevi, Massimiliano Pontil, Carlo Ciliberto

ICML 2019 Learning-to-Learn Stochastic Gradient Descent with Biased Regularization Giulia Denevi, Carlo Ciliberto, Riccardo Grazzi, Massimiliano Pontil

NeurIPS 2019 Online-Within-Online Meta-Learning Giulia Denevi, Dimitris Stamos, Carlo Ciliberto, Massimiliano Pontil

UAI 2018 Incremental Learning-to-Learn with Statistical Guarantees Giulia Denevi, Carlo Ciliberto, Dimitris Stamos, Massimiliano Pontil

NeurIPS 2018 Learning to Learn Around a Common Mean Giulia Denevi, Carlo Ciliberto, Dimitris Stamos, Massimiliano Pontil