Kalev Kask

4 papers · 2020–2024 · 2 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 (11)

Venues

IJCAI (2) UAI (2)

Top co-authors

Rina Dechter (4) Bobak Pezeshki (2) Alexander Ihler (2) Sakshi Agarwal (2) Alex Ihler (1) Yasaman Razeghi (1) Yadong Lu (1) Pierre Baldi (1) Filjor Broka (1)

Research topics

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

Keywords

graphical model (4) importance sampling (2) partition function (2) probabilistic inference (2) monte carlo method (2) abstraction sampling (2) bucket elimination (2) and or search (1) mini-bucket scheme (1) neural network (1) partitioning scheme (1) graphical model inference (1) message passing (1) neural network approximation (1)

Papers

Value-Based Abstraction Functions for Abstraction Sampling UAI 2024 NeuroBE: Escalating neural network approximations of Bucket Elimination UAI 2022 Deep Bucket Elimination IJCAI 2021 Scaling Up AND/OR Abstraction Sampling IJCAI 2020