Duran-Martin, Gerardo

5 publications

TMLR 2025 A Unifying Framework for Generalised Bayesian Online Learning in Non-Stationary Environments Gerardo Duran-Martin, Leandro Sánchez-Betancourt, Alex Shestopaloff, Kevin Patrick Murphy

NeurIPS 2025 Martingale Posterior Neural Networks for Fast Sequential Decision Making Gerardo Duran-Martin, Leandro Sánchez-Betancourt, Alvaro Cartea, Kevin Patrick Murphy

ICML 2024 Outlier-Robust Kalman Filtering Through Generalised Bayes Gerardo Duran-Martin, Matias Altamirano, Alex Shestopaloff, Leandro Sánchez-Betancourt, Jeremias Knoblauch, Matt Jones, Francois-Xavier Briol, Kevin Patrick Murphy

CoLLAs 2023 Low-Rank Extended Kalman Filtering for Online Learning of Neural Networks from Streaming Data Peter G. Chang, Gerardo Durán-Martín, Alex Shestopaloff, Matt Jones, Kevin Patrick Murphy

AISTATS 2022 Efficient Online Bayesian Inference for Neural Bandits Gerardo Duran-Martin, Aleyna Kara, Kevin Murphy