Kalev Kask

According to our database, Kalev Kask authored at least 31 papers between 1994 and 2022.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2022

NeuroBE: Escalating neural network approximations of Bucket Elimination.

Sakshi Agarwal, Kalev Kask, Alexander Ihler, Rina Dechter

Proceedings of the Uncertainty in Artificial Intelligence, 2022

2021

Deep Bucket Elimination.

Yasaman Razeghi, Kalev Kask, Yadong Lu, Pierre Baldi, Sakshi Agarwal, Rina Dechter

Proceedings of the Thirtieth International Joint Conference on Artificial Intelligence, 2021

2020

Scaling Up AND/OR Abstraction Sampling.

Kalev Kask, Bobak Pezeshki, Filjor Broka, Alexander Ihler, Rina Dechter

Proceedings of the Twenty-Ninth International Joint Conference on Artificial Intelligence, 2020

2018

Subproblem ordering heuristics for AND/OR best-first search.

William Lam, Kalev Kask, Javier Larrosa, Rina Dechter

J. Comput. Syst. Sci., 2018

Abstraction Sampling in Graphical Models.

Filjor Broka, Rina Dechter, Alexander Ihler, Kalev Kask

Proceedings of the Thirty-Fourth Conference on Uncertainty in Artificial Intelligence, 2018

2017

Residual-Guided Look-Ahead in AND/OR Search for Graphical Models.

William Lam, Kalev Kask, Javier Larrosa, Rina Dechter

J. Artif. Intell. Res., 2017

2016

On the Impact of Subproblem Orderings on Anytime AND/OR Best-First Search for Lower Bounds.

William Lam, Kalev Kask, Rina Dechter, Javier Larrosa

Proceedings of the ECAI 2016 - 22nd European Conference on Artificial Intelligence, 29 August-2 September 2016, The Hague, The Netherlands, 2016

Look-Ahead with Mini-Bucket Heuristics for MPE.

Rina Dechter, Kalev Kask, William Lam, Javier Larrosa

Proceedings of the Thirtieth AAAI Conference on Artificial Intelligence, 2016

2015

Empowering Mini-Bucket in Anytime Heuristic Search with Look-Ahead: Preliminary Evaluation.

William Lam, Kalev Kask, Rina Dechter

Proceedings of the Eighth Annual Symposium on Combinatorial Search, 2015

2014

Beyond Static Mini-Bucket: Towards Integrating with Iterative Cost-Shifting Based Dynamic Heuristics.

William Lam, Kalev Kask, Rina Dechter, Alexander Ihler

Proceedings of the Seventh Annual Symposium on Combinatorial Search, 2014

2011

Pushing the Power of Stochastic Greedy Ordering Schemes for Inference in Graphical Models.

Kalev Kask, Andrew Gelfand, Lars Otten, Rina Dechter

Proceedings of the Twenty-Fifth AAAI Conference on Artificial Intelligence, 2011

Stopping Rules for Randomized Greedy Triangulation Schemes.

Andrew Gelfand, Kalev Kask, Rina Dechter

Proceedings of the Twenty-Fifth AAAI Conference on Artificial Intelligence, 2011

2010

Join-Graph Propagation Algorithms.

Robert Mateescu, Kalev Kask, Vibhav Gogate, Rina Dechter

J. Artif. Intell. Res., 2010

BEEM : Bucket Elimination with External Memory.

Kalev Kask, Rina Dechter, Andrew Gelfand

Proceedings of the UAI 2010, 2010

2005

Unifying tree decompositions for reasoning in graphical models.

Kalev Kask, Rina Dechter, Javier Larrosa, Avi Dechter

Artif. Intell., 2005

2004

New Look-Ahead Schemes for Constraint Satisfaction.

Kalev Kask, Rina Dechter, Vibhav Gogate

Proceedings of the International Symposium on Artificial Intelligence and Mathematics, 2004

Counting-Based Look-Ahead Schemes for Constraint Satisfaction.

Kalev Kask, Rina Dechter, Vibhav Gogate

Proceedings of the Principles and Practice of Constraint Programming, 2004

2003

Systematic vs. Non-systematic Algorithms for Solving the MPE Task.

Radu Marinescu, Kalev Kask, Rina Dechter

Proceedings of the UAI '03, 2003

2002

Iterative Join-Graph Propagation.

Rina Dechter, Kalev Kask, Robert Mateescu

Proceedings of the UAI '02, 2002

Tree Approximation for Belief Updating.

Robert Mateescu, Rina Dechter, Kalev Kask

Proceedings of the Eighteenth National Conference on Artificial Intelligence and Fourteenth Conference on Innovative Applications of Artificial Intelligence, July 28, 2002

Generating Random Solutions for Constraint Satisfaction Problems.

Rina Dechter, Kalev Kask, Eyal Bin, Roy Emek

Proceedings of the Eighteenth National Conference on Artificial Intelligence and Fourteenth Conference on Innovative Applications of Artificial Intelligence, July 28, 2002

2001

A general scheme for automatic generation of search heuristics from specification dependencies.

Kalev Kask, Rina Dechter

Artif. Intell., 2001

A General Scheme for Multiple Lower Bound Computation in Constraint Optimization.

Rina Dechter, Kalev Kask, Javier Larrosa

Proceedings of the Principles and Practice of Constraint Programming, 2001

2000

New Search Heuristics for Max-CSP.

Kalev Kask

Proceedings of the Principles and Practice of Constraint Programming, 2000

1999

Mini-Bucket Heuristics for Improved Search.

Kalev Kask, Rina Dechter

Proceedings of the UAI '99: Proceedings of the Fifteenth Conference on Uncertainty in Artificial Intelligence, Stockholm, Sweden, July 30, 1999

Branch and Bound with Mini-Bucket Heuristics.

Kalev Kask, Rina Dechter

Proceedings of the Sixteenth International Joint Conference on Artificial Intelligence, 1999

Stochastic local search for Bayesian network.

Kalev Kask, Rina Dechter

Proceedings of the Seventh International Workshop on Artificial Intelligence and Statistics, 1999

1998

Empirical Evaluation of Approximation Algorithms for Probabilistic Decoding.

Irina Rish, Kalev Kask, Rina Dechter

Proceedings of the UAI '98: Proceedings of the Fourteenth Conference on Uncertainty in Artificial Intelligence, 1998

1996

A Graph-Based Method for Improving GSAT.

Kalev Kask, Rina Dechter

Proceedings of the Thirteenth National Conference on Artificial Intelligence and Eighth Innovative Applications of Artificial Intelligence Conference, 1996

1995

GSAT and Local Consistency.

Kalev Kask, Rina Dechter

Proceedings of the Fourteenth International Joint Conference on Artificial Intelligence, 1995

1994

Temporal Reasoning with Constraints on Fluents and Events.

Eddie Schwalb, Kalev Kask, Rina Dechter

Proceedings of the 12th National Conference on Artificial Intelligence, Seattle, WA, USA, July 31, 1994