Bobak Pezeshki

5 papers · 2020–2024 · 3 venues · across top CS/AI venues

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Achievements

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🌍 Conference Polyglot · Bronze 🌉 Interdisciplinary Bridge · Bronze 🗺️ Taxonomy Completionist (15)

Venues

UAI (3) AISTATS (1) IJCAI (1)

Top co-authors

Rina Dechter (5) Alexander Ihler (4) Radu Marinescu (2) Kalev Kask (2) Dana S Nau (1) Vincent Hsiao (1) Filjor Broka (1)

Research topics

Machine Learning (4) Mathematics & Optimization (4) Artificial Intelligence (3) Bayesian & Probabilistic · Machine Learning (3) Optimization (3) Bayesian & Probabilistic · Artificial Intelligence (2) Core AI (2) Optimization & Theory (2) Learning Types (1) Mathematics (1) Probability (1)

Keywords

graphical model (3) abstraction sampling (2) probabilistic inference (2) monte carlo method (2) importance sampling (2) computational protein design (2) evolutionary game (1) population dynamics (1) surrogate modeling (1) binding affinity (1) and/or search (1) mixed inference (1) dynamic heuristic (1) underflow optimization (1) protein re-design (1) and or search (1) approximate inference (1) partitioning scheme (1) kl divergence (1) marginal map (1)

Papers

Surrogate Bayesian Networks for Approximating Evolutionary Games AISTATS 2024 Value-Based Abstraction Functions for Abstraction Sampling UAI 2024 Boosting AND/OR-based computational protein design: dynamic heuristics and generalizable UFO UAI 2023 AND/OR branch-and-bound for computational protein design optimizing K* UAI 2022 Scaling Up AND/OR Abstraction Sampling IJCAI 2020