Andreas Stuhlmueller

3 papers · 2011–2023 · 3 venues · across top CS/AI venues

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Achievements

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🌍 Conference Polyglot · Bronze 🏃 Academic Marathon · Half 🌉 Interdisciplinary Bridge · Bronze 🐣 Hot Topic Early Bird 🌱 Topic Pioneer

🧭 Keyword Pioneer

Venues

AACL (1) AISTATS (1) NeurIPS (1)

Top co-authors

Noah Goodman (2) David Wingate (2) Jeffrey M. Siskind (1) Charlie George (1)

Research topics

Machine Learning (2) Optimization & Theory (2) Artificial Intelligence (1) Computer Science (1) Mathematics & Optimization (1) Bayesian & Probabilistic · Artificial Intelligence (1) Bayesian & Probabilistic · Machine Learning (1) Foundations (1) Optimization (1)

Keywords

probabilistic programming (2) automatic differentiation (1) markov chain monte carlo (1) mcmc inference (1) stochastic process (1) program analysis (1) gradient based methods (1) provenance tracking (1) inference algorithm (1) execution trace (1) probabilistic programming language (1) bayesian inference (1) transformational compilation (1)

Papers

Factored Verification: Detecting and Reducing Hallucination in Summaries of Academic Papers AACL 2023 Lightweight Implementations of Probabilistic Programming Languages Via Transformational Compilation AISTATS 2011 Nonstandard Interpretations of Probabilistic Programs for Efficient Inference NeurIPS 2011