Grazzi, Riccardo

13 publications

NeurIPS 2025 DeltaProduct: Improving State-Tracking in Linear RNNs via Householder Products Julien Siems, Timur Carstensen, Arber Zela, Frank Hutter, Massimiliano Pontil, Riccardo Grazzi
ICLRW 2025 DeltaProduct: Improving State-Tracking in Linear RNNs via Householder Products Julien Siems, Timur Carstensen, Arber Zela, Frank Hutter, Massimiliano Pontil, Riccardo Grazzi
ICLR 2025 Unlocking State-Tracking in Linear RNNs Through Negative Eigenvalues Riccardo Grazzi, Julien Siems, Arber Zela, Jörg K.H. Franke, Frank Hutter, Massimiliano Pontil
AutoML 2024 Is Mamba Capable of In-Context Learning? Riccardo Grazzi, Julien Niklas Siems, Simon Schrodi, Thomas Brox, Frank Hutter
ICLR 2024 Learning Invariant Representations of Time-Homogeneous Stochastic Dynamical Systems Vladimir R Kostic, Pietro Novelli, Riccardo Grazzi, Karim Lounici, Massimiliano Pontil
ICML 2024 Nonsmooth Implicit Differentiation: Deterministic and Stochastic Convergence Rates Riccardo Grazzi, Massimiliano Pontil, Saverio Salzo
NeurIPSW 2024 Unlocking State-Tracking in Linear RNNs Through Negative Eigenvalues Riccardo Grazzi, Julien Siems, Jörg K.H. Franke, Arber Zela, Frank Hutter, Massimiliano Pontil
JMLR 2023 Bilevel Optimization with a Lower-Level Contraction: Optimal Sample Complexity Without Warm-Start Riccardo Grazzi, Massimiliano Pontil, Saverio Salzo
NeurIPS 2022 Group Meritocratic Fairness in Linear Contextual Bandits Riccardo Grazzi, Arya Akhavan, John IF Falk, Leonardo Cella, Massimiliano Pontil
AISTATS 2021 Convergence Properties of Stochastic Hypergradients Riccardo Grazzi, Massimiliano Pontil, Saverio Salzo
ICML 2020 On the Iteration Complexity of Hypergradient Computation Riccardo Grazzi, Luca Franceschi, Massimiliano Pontil, Saverio Salzo
ICML 2019 Learning-to-Learn Stochastic Gradient Descent with Biased Regularization Giulia Denevi, Carlo Ciliberto, Riccardo Grazzi, Massimiliano Pontil
ICML 2018 Bilevel Programming for Hyperparameter Optimization and Meta-Learning Luca Franceschi, Paolo Frasconi, Saverio Salzo, Riccardo Grazzi, Massimiliano Pontil