| Empirical analysis of beam search performance degradation in neural sequence models E Cohen, C Beck International Conference on Machine Learning, 1290-1299, 2019 | 90 | 2019 |
| 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 | 23 | 2021 |
| An Ising framework for constrained clustering on special purpose hardware E Cohen, A Senderovich, JC Beck Integration of Constraint Programming, Artificial Intelligence, and …, 2020 | 21 | 2020 |
| 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 | 18 | 2020 |
| 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 | 16 | 2018 |
| Problem difficulty and the phase transition in heuristic search E Cohen, JC Beck Proceedings of the AAAI Conference on Artificial Intelligence 31 (1), 2017 | 16 | 2017 |
| SAT-based optimal classification trees for non-binary data P Shati, E Cohen, SA McIlraith Constraints 28 (2), 166-202, 2023 | 11 | 2023 |
| 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 | 10 | 2024 |
| Local Minima, Heavy Tails, and Search Effort for GBFS. E Cohen, JC Beck IJCAI, 4708-4714, 2018 | 10 | 2018 |
| Fat-and heavy-tailed behavior in satisficing planning E Cohen, JC Beck Proceedings of the AAAI Conference on Artificial Intelligence 32 (1), 2018 | 8 | 2018 |
| (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 | 7 | 2017 |
| Transformer models for mining intents and predicting activities from emails in knowledge-intensive processes F Khandaker, A Senderovich, J Zhao, E Cohen, E Yu, S Carbajales, ... Engineering Applications of Artificial Intelligence 128, 107450, 2024 | 5 | 2024 |
| 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 | 5 | 2022 |
| Cost-based Heuristics and Node Re-Expansions Across the Phase Transition E Cohen, JC Beck Tenth Annual Symposium on Combinatorial Search, 2017 | 5 | 2017 |
| Interpretable Clustering via Soft Clustering Trees E Cohen International Conference on Integration of Constraint Programming …, 2023 | 4 | 2023 |
| Optimal Decision Trees For Interpretable Clustering with Constraints. P Shati, E Cohen, SA McIlraith IJCAI, 2022-2030, 2023 | 2* | 2023 |
| 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 | 2 | 2021 |
| Gaussian Process Optimization for Adaptable Multi-Objective Text Generation using Linearly-Weighted Language Models MMA Pour, A Pesaranghader, E Cohen, S Sanner Findings of the Association for Computational Linguistics: NAACL 2024, 1529-1536, 2024 | 1 | 2024 |
| NeurCAM: Interpretable Neural Clustering via Additive Models N Upadhya, E Cohen arXiv preprint arXiv:2408.13361, 2024 | 1 | 2024 |
| SAT-Based Learning of Compact Binary Decision Diagrams for Classification P Shati, E Cohen, S McIlraith 29th International Conference on Principles and Practice of Constraint …, 2023 | 1 | 2023 |