Gareth O. Roberts

2 papers · 2023–2025 · 2 conferences · across top CS/AI conferences

Achievements

🌉 Interdisciplinary Bridge 🌍 Conference Polyglot (2) 🐣 Hot Topic Early Bird 🐝 Cross-Pollinator (15) 🧭 Keyword Pioneer

Conferences

ICML (1) JMLR (1)

Top co-authors

Andrea Bertazzi (1) Alain Oliviero Durmus (1) Murray Pollock (1) Adam M. Johansen (1) Ryan S.Y. Chan (1) Tim Johnston (1)

Keywords

bayesian inference (1) distributed learning (1) posterior distribution (1) sequential monte carlo (1) monte carlo method (1) monte carlo approximation (1) sub-posterior fusion (1)

Papers

Differential Privacy Guarantees of Markov Chain Monte Carlo Algorithms ICML 2025

Divide-and-Conquer Fusion JMLR 2023