Johan Kwisthout

3 papers · 2016–2022 · 1 venue · 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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🏃 Academic Marathon · Sprint 🌉 Interdisciplinary Bridge · Bronze 🐣 Hot Topic Early Bird 🧭 Keyword Pioneer 🚀 Conference Pioneer

Venues

PGM (3)

Top co-authors

Hans L. Bodlaender (1) Nils Donselaar (1)

Research topics

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

Keywords

bayesian network (3) bayesian inference (2) approximate inference (2) parameterized complexity (2) variable elimination (1) marginal probability (1) domain knowledge (1) posterior probability (1) map inference (1) directed acyclic graph (1) heuristic method (1) sampling algorithm (1) randomized tractability (1) fixed-parameter tractability (1) fixed-error randomized tractability (1) complexity class (1) maximum a posteriori (1)

Papers

Parameterized Completeness Results for Bayesian Inference PGM 2022 Speeding up approximate MAP by applying domain knowledge about relevant variables PGM 2022 The Parameterized Complexity of Approximate Inference in Bayesian Networks PGM 2016