Moritz Schauer

3 papers · 2022–2025 · 3 venues · across top CS/AI venues

Authors are matched by name, so researchers who share a name ("Yang Liu", "Wei Wang") appear as a single profile and their paper counts, venues and achievements are combined. How identity is handled.

Achievements

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🌍 Conference Polyglot · Bronze 🌉 Interdisciplinary Bridge · Bronze 🗺️ Taxonomy Completionist (10)

Venues

AISTATS (1) NeurIPS (1) PGM (1)

Top co-authors

Christopher Rackauckas (1) Marcel Wienöbst (1) Gaurav Arya (1) Elizabeth Louise Baker (1) Frank Schäfer (1) Stefan Sommer (1)

Research topics

Machine Learning (3) Deep Learning (2) Artificial Intelligence (1) Mathematics & Optimization (1) Bayesian & Probabilistic (1) Core AI (1) Learning Types (1) Models (1) Optimization & Theory · Machine Learning (1) Optimization & Theory · Deep Learning (1) Probability (1)

Keywords

markov chain monte carlo (2) automatic differentiation (1) gradient estimation (1) diffusion process (1) markov chain (1) stochastic process (1) score matching (1) diffusion bridge (1) markov equivalence class (1) greedy equivalence search (1) unbiased gradient (1) completed partially directed acyclic graph (1) causal structure learning (1) discrete randomness (1)

Papers

Score matching for bridges without learning time-reversals AISTATS 2025 Causal Structure Learning With Momentum: Sampling Distributions Over Markov Equivalence Classes PGM 2024 Automatic Differentiation of Programs with Discrete Randomness NeurIPS 2022