Sebastian M. Schmon

3 papers · 2019–2024 · 2 conferences · across top CS/AI conferences

Achievements

🌍 Conference Polyglot (2) 🏃 Academic Marathon (5) 🌉 Interdisciplinary Bridge 🧭 Keyword Pioneer 🐝 Cross-Pollinator (14)

Conferences

AISTATS (2) UAI (1)

Top co-authors

Joel Dyer (2) George Deligiannidis (1) Patrick W. Cannon (1) Arnaud Doucet (1) Patrick Cannon (1)

Keywords

likelihood-free inference (1) sequential monte carlo (1) posterior inference (1) particle filter (1) kernel classifier (1) simulation-based inference (1) signature kernel (1) unbiased estimator (1) bernoulli race (1)

Papers

Approximate Bayesian Computation with Path Signatures UAI 2024

Amortised Likelihood-free Inference for Expensive Time-series Simulators with Signatured Ratio Estimation AISTATS 2022

Bernoulli Race Particle Filters AISTATS 2019