Luke Travis

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

Achievements

🧭 Keyword Pioneer 🌍 Conference Polyglot (2) 🐝 Cross-Pollinator (13) 🌉 Interdisciplinary Bridge

Conferences

JMLR (1) NIPS (1)

Top co-authors

Kolyan Ray (2) Ismaël Castillo (1) Alice L'Huillier (1)

Keywords

gaussian process (2) uncertainty quantification (2) gaussian process prior (1) brownian motion (1) bernstein-von mises theorem (1) semiparametric inference (1) credible set (1) fractional posterior (1) variational inference (1) contraction rate (1) bayesian inference (1)

Papers

Pointwise uncertainty quantification for sparse variational Gaussian process regression with a Brownian motion prior NIPS 2023

Semiparametric Inference Using Fractional Posteriors JMLR 2023