Kersting, Hans

8 publications

AISTATS 2024 SDEs for Minimax Optimization Enea Monzio Compagnoni, Antonio Orvieto, Hans Kersting, Frank Proske, Aurelien Lucchi

ICML 2023 An SDE for Modeling SAM: Theory and Insights Enea Monzio Compagnoni, Luca Biggio, Antonio Orvieto, Frank Norbert Proske, Hans Kersting, Aurelien Lucchi

AISTATS 2023 Explicit Regularization in Overparametrized Models via Noise Injection Antonio Orvieto, Anant Raj, Hans Kersting, Francis Bach

ICML 2022 Anticorrelated Noise Injection for Improved Generalization Antonio Orvieto, Hans Kersting, Frank Proske, Francis Bach, Aurelien Lucchi

NeurIPSW 2022 Batch Size Selection by Stochastic Optimal Control Jim Zhao, Aurelien Lucchi, Frank Norbert Proske, Antonio Orvieto, Hans Kersting

NeurIPS 2022 On the Theoretical Properties of Noise Correlation in Stochastic Optimization Aurelien Lucchi, Frank Proske, Antonio Orvieto, Francis R. Bach, Hans Kersting

ICML 2020 Differentiable Likelihoods for Fast Inversion of ’Likelihood-Free’ Dynamical Systems Hans Kersting, Nicholas Krämer, Martin Schiegg, Christian Daniel, Michael Tiemann, Philipp Hennig

UAI 2016 Active Uncertainty Calibration in Bayesian ODE Solvers Hans Kersting, Philipp Hennig