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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
442019
An Ising framework for constrained clustering on special purpose hardware
E Cohen, A Senderovich, JC Beck
International Conference on Integration of Constraint Programming …, 2020
142020
Problem difficulty and the phase transition in heuristic search
E Cohen, JC Beck
Thirty-First AAAI Conference on Artificial Intelligence, 2017
132017
Large-scale analysis of the co-commit patterns of the active developers in github's top repositories
E Cohen, MP Consens
2018 IEEE/ACM 15th International Conference on Mining Software Repositories …, 2018
112018
Ising-based consensus clustering on specialized hardware
E Cohen, A Mandal, H Ushijima-Mwesigwa, A Roy
International Symposium on Intelligent Data Analysis, 106-118, 2020
102020
Fat-and heavy-tailed behavior in satisficing planning
E Cohen, JC Beck
Proceedings of the AAAI Conference on Artificial Intelligence 32 (1), 2018
72018
Local Minima, Heavy Tails, and Search Effort for GBFS.
E Cohen, JC Beck
IJCAI, 4708-4714, 2018
62018
(I Can Get) Satisfaction: Preference-Based Scheduling for Concert-Goers at Multi-venue Music Festivals
E Cohen, G Huang, JC Beck
International Conference on Theory and Applications of Satisfiability …, 2017
52017
Cost-based Heuristics and Node Re-Expansions Across the Phase Transition
E Cohen, JC Beck
Tenth Annual Symposium on Combinatorial Search, 2017
52017
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
22021
Type-WA*: Using Exploration in Bounded Suboptimal Planning.
E Cohen, RA Valenzano, SA McIlraith
IJCAI, 4047-4053, 2021
12021
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
2022
Integrated clustering and outlier detection using optimization solver machine
A Mandal, H Ushijima, E Cohen
US Patent 11,288,540, 2022
2022
Heavy-Tails and Randomized Restarting Beam Search in Goal-Oriented Neural Sequence Decoding
E Cohen, JC Beck
International Conference on Integration of Constraint Programming …, 2021
2021
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
2021
Empirical Models of Heuristic Search in AI Planning and Neural Sequence Decoding
E Cohen
University of Toronto (Canada), 2021
2021
(Unconstrained) Beam Search is Sensitive to Large Search Discrepancies
E Cohen, JC Beck
2018
Personal Scheduling for Concert-Goers at Large-Scale Music Festivals
E Cohen, G Huang, JC Beck
2017
Appendices to “Heavy-Tails and Randomized Restarting Beam Search in Goal-Oriented Neural Sequence Decoding”, published at CPAIOR2021
E Cohen, JC Beck
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Articles 1–19