Ares, Natalia

3 publications

ICLR 2026 A Physics-Inspired Optimizer: Velocity Regularized Adam Pranav Vaidhyanathan, Lucas Schorling, Natalia Ares, Michael A Osborne

TMLR 2026 MetaSym: A Symplectic Meta-Learning Framework for Physical Intelligence Pranav Vaidhyanathan, Aristotelis Papatheodorou, Mark T. Mitchison, Natalia Ares, Ioannis Havoutis

AISTATS 2024 Looping in the Human: Collaborative and Explainable Bayesian Optimization Masaki Adachi, Brady Planden, David Howey, Michael A. Osborne, Sebastian Orbell, Natalia Ares, Krikamol Muandet, Siu Lun Chau