Alexander G Matthews

2 papers · 2015–2022 · 1 venue · across top CS/AI venues

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Achievements

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🏃 Academic Marathon · Sprint 🌉 Interdisciplinary Bridge · Bronze 🐣 Hot Topic Early Bird

Venues

NeurIPS (2)

Top co-authors

Arnaud Doucet (1) Maurizio Filippone (1) Will Grathwohl (1) Zoubin Ghahramani (1) James Hensman (1) Heiko Strathmann (1)

Research topics

Artificial Intelligence (2) Machine Learning (2) Bayesian & Probabilistic · Artificial Intelligence (2) Bayesian & Probabilistic · Machine Learning (2) Deep Learning (1) Mathematics & Optimization (1) Models (1) Optimization (1) Optimization & Theory (1)

Keywords

variational inference (2) markov chain monte carlo (1) marginal likelihood (1) gaussian process (1) sparse approximation (1) hybrid monte carlo (1) posterior approximation (1) annealed importance sampling (1) variational autoencoder (1) score-based diffusion (1) inducing point (1) langevin dynamics (1) marginal likelihood estimation (1)

Papers

Score-Based Diffusion meets Annealed Importance Sampling NeurIPS 2022 MCMC for Variationally Sparse Gaussian Processes NeurIPS 2015