Eldan Cohen

According to our database, Eldan Cohen authored at least 21 papers between 2017 and 2024.

Collaborative distances:

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

2024

Transformer models for mining intents and predicting activities from emails in knowledge-intensive processes.

Faria Khandaker, Arik Senderovich, Junda Zhao, Eldan Cohen, Eric Yu, Sebastian Carbajales, Allen Chan

Eng. Appl. Artif. Intell., 2024

Bi-Criteria Diverse Plan Selection via Beam Search Approximation.

Shanhe Zhong, Pouya Shati, Eldan Cohen

Proceedings of the Seventeenth International Symposium on Combinatorial Search, 2024

Neural Sequence Generation with Constraints via Beam Search with Cuts: A Case Study on VRP.

Pouya Shati, Eldan Cohen, Sheila A. McIlraith

Proceedings of the Seventeenth International Symposium on Combinatorial Search, 2024

2023

SAT-based optimal classification trees for non-binary data.

Pouya Shati, Eldan Cohen, Sheila A. McIlraith

Constraints An Int. J., 2023

Optimal Decision Trees For Interpretable Clustering with Constraints.

Pouya Shati, Eldan Cohen, Sheila A. McIlraith

Proceedings of the Thirty-Second International Joint Conference on Artificial Intelligence, 2023

Interpretable Clustering via Soft Clustering Trees.

Eldan Cohen

Proceedings of the Integration of Constraint Programming, Artificial Intelligence, and Operations Research, 2023

SAT-Based Learning of Compact Binary Decision Diagrams for Classification.

Pouya Shati, Eldan Cohen, Sheila A. McIlraith

Proceedings of the 29th International Conference on Principles and Practice of Constraint Programming, 2023

2022

Exploiting Hardware and Software Advances for Quadratic Models of Wind Farm Layout Optimization.

Arik Senderovich, Jiachen Zhang, Eldan Cohen, J. Christopher Beck

IEEE Access, 2022

2021

Type-WA*: Using Exploration in Bounded Suboptimal Planning.

Eldan Cohen, Richard Anthony Valenzano, Sheila A. McIlraith

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

Unified Clustering and Outlier Detection on Specialized Hardware.

Eldan Cohen, Hayato Ushijima-Mwesigwa, Avradip Mandal, Arnab Roy

Proceedings of the IEEE International Conference on Acoustics, 2021

Heavy-Tails and Randomized Restarting Beam Search in Goal-Oriented Neural Sequence Decoding.

Eldan Cohen, J. Christopher Beck

Proceedings of the Integration of Constraint Programming, Artificial Intelligence, and Operations Research, 2021

SAT-Based Approach for Learning Optimal Decision Trees with Non-Binary Features.

Pouya Shati, Eldan Cohen, Sheila A. McIlraith

Proceedings of the 27th International Conference on Principles and Practice of Constraint Programming, 2021

2020

Ising-Based Consensus Clustering on Specialized Hardware.

Eldan Cohen, Avradip Mandal, Hayato Ushijima-Mwesigwa, Arnab Roy

Proceedings of the Advances in Intelligent Data Analysis XVIII, 2020

An Ising Framework for Constrained Clustering on Special Purpose Hardware.

Eldan Cohen, Arik Senderovich, J. Christopher Beck

Proceedings of the Integration of Constraint Programming, Artificial Intelligence, and Operations Research, 2020

2019

Empirical Analysis of Beam Search Performance Degradation in Neural Sequence Models.

Eldan Cohen, J. Christopher Beck

Proceedings of the 36th International Conference on Machine Learning, 2019

2018

Large-scale analysis of the co-commit patterns of the active developers in github's top repositories.

Eldan Cohen, Mariano P. Consens

Proceedings of the 15th International Conference on Mining Software Repositories, 2018

Local Minima, Heavy Tails, and Search Effort for GBFS.

Eldan Cohen, J. Christopher Beck

Proceedings of the Twenty-Seventh International Joint Conference on Artificial Intelligence, 2018

Fat- and Heavy-Tailed Behavior in Satisficing Planning.

Eldan Cohen, J. Christopher Beck

Proceedings of the Thirty-Second AAAI Conference on Artificial Intelligence, 2018

2017

Cost-Based Heuristics and Node Re-Expansions across the Phase Transition.

Eldan Cohen, J. Christopher Beck

Proceedings of the Tenth International Symposium on Combinatorial Search, 2017

(I Can Get) Satisfaction: Preference-Based Scheduling for Concert-Goers at Multi-venue Music Festivals.

Eldan Cohen, Guoyu Huang, J. Christopher Beck

Proceedings of the Theory and Applications of Satisfiability Testing - SAT 2017 - 20th International Conference, Melbourne, VIC, Australia, August 28, 2017

Problem Difficulty and the Phase Transition in Heuristic Search.

Eldan Cohen, J. Christopher Beck

Proceedings of the Thirty-First AAAI Conference on Artificial Intelligence, 2017