Bob Carpenter

7 papers · 2003–2026 · 4 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

Jump to papers ↓

🌍 Conference Polyglot · Bronze 🏃 Academic Marathon · Ultra 🏆 Keyword Champion (2)

Venues

AISTATS (2) JMLR (2) NAACL (2) ACL (1)

Top co-authors

Aki Vehtari (2) Lu Zhang (2) Amanda Stent (1) Andrew Gelman (1) Jakob Torgander (1) Chirag Modi (1) Gerald Penn (1) Jason D. Williams (1) Paul-Christian Bürkner (1) Tore Selland Kleppe (1)

Research topics

Machine Learning (4) Bayesian & Probabilistic · Machine Learning (4) Artificial Intelligence (3) Bayesian & Probabilistic · Artificial Intelligence (3) Optimization & Theory (3) Deep Learning (1) Models (1)

Keywords

hamiltonian monte carlo (3) markov chain monte carlo (3) bayesian inference (2) step size adaptation (2) no-u-turn sampler (2) probabilistic programming (1) leapfrog integrator (1) importance resampling (1) quasi-newton optimization (1) delayed rejection (1) variational inference (1) multiscale target distribution (1) model evaluation (1) posterior sampling (1) posterior distribution (1) kullback-leibler divergence (1)

Papers

The Within-Orbit Adaptive Leapfrog No-U-Turn Sampler JMLR 2026 posteriordb: Testing, Benchmarking and Developing Bayesian Inference Algorithms AISTATS 2025 Sampling From Multiscale Densities With Delayed Rejection Generalized Hamiltonian Monte Carlo AISTATS 2025 Pathfinder: Parallel quasi-Newton variational inference JMLR 2022 Proceedings of Human Language Technologies: The Annual Conference of the North American Chapter of the Association for Computational Linguistics (NAACL-HLT) NAACL 2007 Head-Driven Parsing for Word Lattices ACL 2004 Alias-i Threat Trackers NAACL 2003