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Samuel Power

4 papers · 2024–2025 · 3 conferences · across top CS/AI conferences

Achievements

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🌉 Interdisciplinary Bridge 🧭 Keyword Pioneer 🌍 Conference Polyglot (3) 🐝 Cross-Pollinator (5)

Conferences

ICML (2) AISTATS (1) JMLR (1)

Top co-authors

Juan Kuntz (2) Rocco Caprio (1) Mark van der Wilk (1) Anish Dhir (1) Adam M. Johansen (1) Jen Ning Lim (1) Jeremias Knoblauch (1) Chris J. Oates (1) Adam Michael Johansen (1) Zheyang Shen (1)

Keywords

maximum likelihood estimation (1) latent variable model (1) convergence rate (1) gradient flow (1) error bound (1) particle gradient descent (1) log-sobolev inequality (1) talagrand inequality (1) polyak-lojasiewicz inequality (1)

Papers

Prediction-Centric Uncertainty Quantification via MMD AISTATS 2025 Error bounds for particle gradient descent, and extensions of the log-Sobolev and Talagrand inequalities JMLR 2025 Bivariate Causal Discovery using Bayesian Model Selection ICML 2024 Momentum Particle Maximum Likelihood ICML 2024