Kalev Kask

Publication Activity (10 Years)

Years Active: 1994-2022
Publications (10 Years): 8

Top Topics

Graphical Models

Belief Networks

Ordering Heuristics

Top Venues

Publications

Sakshi Agarwal, Kalev Kask, Alex Ihler, Rina Dechter
NeuroBE: Escalating neural network approximations of Bucket Elimination. UAI (2022)
Yasaman Razeghi, Kalev Kask, Yadong Lu, Pierre Baldi, Sakshi Agarwal, Rina Dechter
Deep Bucket Elimination. IJCAI (2021)
Kalev Kask, Bobak Pezeshki, Filjor Broka, Alexander T. Ihler, Rina Dechter
Scaling Up AND/OR Abstraction Sampling. IJCAI (2020)
Filjor Broka, Rina Dechter, Alexander T. Ihler, Kalev Kask
Abstraction Sampling in Graphical Models. UAI (2018)
William Lam, Kalev Kask, Javier Larrosa, Rina Dechter
Subproblem ordering heuristics for AND/OR best-first search. J. Comput. Syst. Sci. 94 (2018)
William Lam, Kalev Kask, Javier Larrosa, Rina Dechter
Residual-Guided Look-Ahead in AND/OR Search for Graphical Models. J. Artif. Intell. Res. 60 (2017)
Rina Dechter, Kalev Kask, William Lam, Javier Larrosa
Look-Ahead with Mini-Bucket Heuristics for MPE. AAAI (2016)
William Lam, Kalev Kask, Rina Dechter, Javier Larrosa
On the Impact of Subproblem Orderings on Anytime AND/OR Best-First Search for Lower Bounds. ECAI (2016)
William Lam, Kalev Kask, Rina Dechter
Empowering Mini-Bucket in Anytime Heuristic Search with Look-Ahead: Preliminary Evaluation. SOCS (2015)
William Lam, Kalev Kask, Rina Dechter, Alexander T. Ihler
Beyond Static Mini-Bucket: Towards Integrating with Iterative Cost-Shifting Based Dynamic Heuristics. SOCS (2014)
Robert Mateescu, Kalev Kask, Vibhav Gogate, Rina Dechter
Join-Graph Propagation Algorithms. CoRR (2014)
Kalev Kask, Rina Dechter
Mini-Bucket Heuristics for Improved Search CoRR (2013)
Irina Rish, Kalev Kask, Rina Dechter
Empirical Evaluation of Approximation Algorithms for Probabilistic Decoding CoRR (2013)
Rina Dechter, Kalev Kask, Robert Mateescu
Iterative Join-Graph Propagation CoRR (2013)
Kalev Kask, Rina Dechter, Andrew Gelfand
BEEM : Bucket Elimination with External Memory CoRR (2012)
Radu Marinescu, Kalev Kask, Rina Dechter
Systematic vs. Non-systematic Algorithms for Solving the MPE Task CoRR (2012)
Andrew Gelfand, Kalev Kask, Rina Dechter
Stopping Rules for Randomized Greedy Triangulation Schemes. AAAI (2011)
Kalev Kask, Andrew Gelfand, Lars Otten, Rina Dechter
Pushing the Power of Stochastic Greedy Ordering Schemes for Inference in Graphical Models. AAAI (2011)
Robert Mateescu, Kalev Kask, Vibhav Gogate, Rina Dechter
Join-Graph Propagation Algorithms. J. Artif. Intell. Res. 37 (2010)
Kalev Kask, Rina Dechter, Andrew Gelfand
BEEM : Bucket Elimination with External Memory. UAI (2010)
Kalev Kask, Rina Dechter, Javier Larrosa, Avi Dechter
Unifying tree decompositions for reasoning in graphical models. Artif. Intell. 166 (1-2) (2005)
Kalev Kask, Rina Dechter, Vibhav Gogate
New Look-Ahead Schemes for Constraint Satisfaction. AI&M (2004)
Kalev Kask, Rina Dechter, Vibhav Gogate
Counting-Based Look-Ahead Schemes for Constraint Satisfaction. CP (2004)
Radu Marinescu, Kalev Kask, Rina Dechter
Systematic vs. Non-systematic Algorithms for Solving the MPE Task. UAI (2003)
Rina Dechter, Kalev Kask, Eyal Bin, Roy Emek
Generating Random Solutions for Constraint Satisfaction Problems. AAAI/IAAI (2002)
Rina Dechter, Kalev Kask, Robert Mateescu
Iterative Join-Graph Propagation. UAI (2002)
Robert Mateescu, Rina Dechter, Kalev Kask
Tree Approximation for Belief Updating. AAAI/IAAI (2002)
Kalev Kask, Rina Dechter
A general scheme for automatic generation of search heuristics from specification dependencies. Artif. Intell. 129 (1-2) (2001)
Rina Dechter, Kalev Kask, Javier Larrosa
A General Scheme for Multiple Lower Bound Computation in Constraint Optimization. CP (2001)
Kalev Kask
New Search Heuristics for Max-CSP. CP (2000)
Kalev Kask, Rina Dechter
Branch and Bound with Mini-Bucket Heuristics. IJCAI (1999)
Kalev Kask, Rina Dechter
Stochastic local search for Bayesian network. AISTATS (1999)
Kalev Kask, Rina Dechter
Mini-Bucket Heuristics for Improved Search. UAI (1999)
Irina Rish, Kalev Kask, Rina Dechter
Empirical Evaluation of Approximation Algorithms for Probabilistic Decoding. UAI (1998)
Kalev Kask, Rina Dechter
A Graph-Based Method for Improving GSAT. AAAI/IAAI, Vol. 1 (1996)
Kalev Kask, Rina Dechter
GSAT and Local Consistency. IJCAI (1) (1995)
Eddie Schwalb, Kalev Kask, Rina Dechter
Temporal Reasoning with Constraints on Fluents and Events. AAAI (1994)