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Eldan Cohen
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Empirical analysis of beam search performance degradation in neural sequence models
E Cohen, C Beck
International Conference on Machine Learning, 1290-1299, 2019
782019
SAT-based approach for learning optimal decision trees with non-binary features
P Shati, E Cohen, S McIlraith
27th International Conference on Principles and Practice of Constraint …, 2021
202021
An Ising framework for constrained clustering on special purpose hardware
E Cohen, A Senderovich, JC Beck
Integration of Constraint Programming, Artificial Intelligence, and …, 2020
202020
Ising-based consensus clustering on specialized hardware
E Cohen, A Mandal, H Ushijima-Mwesigwa, A Roy
Advances in Intelligent Data Analysis XVIII: 18th International Symposium on …, 2020
162020
Problem difficulty and the phase transition in heuristic search
E Cohen, JC Beck
Proceedings of the AAAI Conference on Artificial Intelligence 31 (1), 2017
152017
Large-scale analysis of the co-commit patterns of the active developers in github's top repositories
E Cohen, MP Consens
Proceedings of the 15th International Conference on Mining Software …, 2018
122018
Local Minima, Heavy Tails, and Search Effort for GBFS.
E Cohen, JC Beck
IJCAI, 4708-4714, 2018
82018
Fat-and heavy-tailed behavior in satisficing planning
E Cohen, JC Beck
Proceedings of the AAAI Conference on Artificial Intelligence 32 (1), 2018
72018
(I Can Get) Satisfaction: Preference-Based Scheduling for Concert-Goers at Multi-venue Music Festivals
E Cohen, G Huang, JC Beck
Theory and Applications of Satisfiability Testing–SAT 2017: 20th …, 2017
72017
SAT-based optimal classification trees for non-binary data
P Shati, E Cohen, SA McIlraith
Constraints 28 (2), 166-202, 2023
52023
Cost-based Heuristics and Node Re-Expansions Across the Phase Transition
E Cohen, JC Beck
Tenth Annual Symposium on Combinatorial Search, 2017
52017
A Machine Learning Approach with Human-AI Collaboration for Automated Classification of Patient Safety Event Reports: Algorithm Development and Validation Study
H Chen, E Cohen, D Wilson, M Alfred
JMIR Human Factors 11 (1), e53378, 2024
22024
Exploiting Hardware and Software Advances for Quadratic Models of Wind Farm Layout Optimization
A Senderovich, J Zhang, E Cohen, JC Beck
IEEE Access 10, 78044-78055, 2022
22022
Heavy-Tails and Randomized Restarting Beam Search in Goal-Oriented Neural Sequence Decoding
E Cohen, JC Beck
Integration of Constraint Programming, Artificial Intelligence, and …, 2021
22021
Optimal decision trees for interpretable clustering with constraints
P Shati, E Cohen, S McIlraith
Proceedings of the Thirty-Second International Joint Conference on …, 2023
1*2023
Interpretable Clustering via Soft Clustering Trees
E Cohen
International Conference on Integration of Constraint Programming …, 2023
12023
Unified clustering and outlier detection on specialized hardware
E Cohen, H Ushijima-Mwesigwa, A Mandal, A Roy
ICASSP 2021-2021 IEEE International Conference on Acoustics, Speech and …, 2021
12021
Type-WA*: Using Exploration in Bounded Suboptimal Planning.
E Cohen, RA Valenzano, SA McIlraith
IJCAI, 4047-4053, 2021
12021
Bi-Criteria Diverse Plan Selection via Beam Search Approximation
S Zhong, P Shati, E Cohen
Proceedings of the International Symposium on Combinatorial Search 17, 188-196, 2024
2024
Neural Sequence Generation with Constraints via Beam Search with Cuts: A Case Study on VRP
P Shati, E Cohen, S McIlraith
Proceedings of the International Symposium on Combinatorial Search 17, 118-126, 2024
2024
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Articles 1–20