Michael Habeck

6 papers · 2012–2025 · 5 venues · across top CS/AI venues

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Achievements

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🌍 Conference Polyglot · Silver 🏃 Academic Marathon · Half 🌉 Interdisciplinary Bridge · Bronze 🗺️ Taxonomy Completionist (12) 🐣 Hot Topic Early Bird

Venues

ICML (2) AISTATS (1) IJCAI (1) JMLR (1) NeurIPS (1)

Top co-authors

Daniel Rudolf (3) Philip Schär (2) Paul Kahlmeyer (1) Joachim Giesen (1) Mareike Hasenpflug (1) Henrik Voigt (1) Shantanu Kodgirwar (1)

Research topics

Machine Learning (6) Optimization & Theory (6) Mathematics & Optimization (3) Optimization (2) Probability (2) Artificial Intelligence (1) Application Areas (1) Bayesian & Probabilistic · Machine Learning (1) Bayesian & Probabilistic · Artificial Intelligence (1) Core Methods (1) Mathematics (1)

Keywords

markov chain monte carlo (5) marginal likelihood (2) gibbs sampling (1) slice sampling (1) bayesian model comparison (1) probability measure (1) covariance structure (1) model evidence (1) noise robustness (1) annealed importance sampling (1) convergence guarantee (1) target distribution (1) computational cost (1) symbolic regression (1) basis function (1) stochastic method (1) density of state (1) thermodynamic integration (1) uniform ergodicity (1) von mises-fisher distribution (1)

Papers

Geodesic Slice Sampling on the Sphere JMLR 2025 Parallel Affine Transformation Tuning of Markov Chain Monte Carlo ICML 2024 Scaling Up Unbiased Search-based Symbolic Regression IJCAI 2024 Gibbsian Polar Slice Sampling ICML 2023 Model evidence from nonequilibrium simulations NeurIPS 2017 Evaluation of marginal likelihoods via the density of states AISTATS 2012