Publications listed starting in 2022.

2022

Phenomenology of Double Descent in Finite-Width Neural Networks, ICLR, 2022.
S. Pal Singh, A. Lucchi, T. Hofmann, B. Schölkopf

Generalization Through the Lens of Leave-One-Out Error, ICLR, 2022.
G. Bachmann, T. Hofmann, A. Lucchi

Vanishing Curvature and the Power of Adaptive Methods in Randomly Initialized Deep Networks, AISTATS, 2022
A. Orvieto, J. Kohler, D. Pavllo, T. Hofmann, A. Lucchi

Faster Single-loop Algorithms for Minimax Optimization without Strong Concavity, AISTATS, 2022.
J. Yang, A. Orvieto, A. Lucchi, N. He

A Globally Convergent Evolutionary Strategy for Stochastic Constrained Optimization with Applications to Reinforcement Learning, AISTATS, 2022.
Y. Diouane, A. Lucchi, V. Patil