conftrace_

Mark Beaumont

4 papers · 2022–2025 · 3 conferences · across top CS/AI conferences

Achievements

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🌍 Conference Polyglot (3) 🌉 Interdisciplinary Bridge 🐝 Cross-Pollinator (15)

Conferences

ICML (2) ICLR (1) NIPS (1)

Top co-authors

Matteo Fasiolo (2) Song Liu (2) Daniel Ward (2) Jack Simons (2) Louis Sharrock (1) Mingxuan Yi (1) Sebastian Schmon (1) Patrick Cannon (1) Jiahao Yu (1)

Keywords

bayesian inference (1) model misspecification (1) simulation-based inference (1) neural posterior estimation (1) model criticism (1)

Papers

SoftCVI: Contrastive variational inference with self-generated soft labels ICLR 2025 Minimizing $f$-Divergences by Interpolating Velocity Fields ICML 2024 Sequential Neural Score Estimation: Likelihood-Free Inference with Conditional Score Based Diffusion Models ICML 2024 Robust Neural Posterior Estimation and Statistical Model Criticism NIPS 2022