| Empirical analysis of beam search performance degradation in neural sequence models E Cohen, C Beck International Conference on Machine Learning, 1290-1299, 2019 | 99 | 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 | 31 | 2021 |
| An Ising framework for constrained clustering on special purpose hardware E Cohen, A Senderovich, JC Beck International Conference on Integration of Constraint Programming …, 2020 | 24 | 2020 |
| 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 | 21 | 2024 |
| 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 | 20 | 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 | 20 | 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 | 18 | 2017 |
| SAT-based optimal classification trees for non-binary data P Shati, E Cohen, SA McIlraith Constraints 28 (2), 166-202, 2023 | 17 | 2023 |
| 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 | 10 | 2024 |
| Local Minima, Heavy Tails, and Search Effort for GBFS. E Cohen, JC Beck IJCAI, 4708-4714, 2018 | 10 | 2018 |
| Interpretable clustering via soft clustering trees E Cohen International Conference on Integration of Constraint Programming …, 2023 | 9 | 2023 |
| 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 | 9 | 2022 |
| Fat-and heavy-tailed behavior in satisficing planning E Cohen, JC Beck Proceedings of the AAAI Conference on Artificial Intelligence 32 (1), 2018 | 9 | 2018 |
| (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 | 7 | 2017 |
| Improving patient safety event report classification with machine learning and contextual text representation H Chen, E Cohen, D Wilson, M Alfted Proceedings of the Human Factors and Ergonomics Society Annual Meeting 67 (1 …, 2023 | 5 | 2023 |
| Optimal Decision Trees For Interpretable Clustering with Constraints. P Shati, E Cohen, SA McIlraith IJCAI, 2022-2030, 2023 | 5* | 2023 |
| Cost-based Heuristics and Node Re-Expansions Across the Phase Transition E Cohen, JC Beck Tenth Annual Symposium on Combinatorial Search, 2017 | 5 | 2017 |
| Variational Prefix Tuning for diverse and accurate code summarization using pre-trained language models J Zhao, Y Song, E Cohen Journal of Systems and Software, 112493, 2025 | 4 | 2025 |
| Intersection of Performance, Interpretability, and Fairness in Neural Prototype Tree for Chest X-Ray Pathology Detection: Algorithm Development and Validation Study H Chen, M Alfred, AD Brown, A Atinga, E Cohen JMIR Formative Research 8 (1), e59045, 2024 | 4 | 2024 |
| 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 | 4 | 2024 |
