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Author

Eldan Cohen

Observed name: Cohen, Eldan
ORCID: 0000-0001-5767-6683
Observed ORCID: 0000-0001-5767-6683
OpenAlex ID: A5087004754
Empirical Analysis of Beam Search Performance Degradation in Neural Sequence Models
2019 · Eldan Cohen, J. Christopher Beck · International Conference on Machine Learning · 47
A Machine Learning Approach with Human-AI Collaboration for Automated Classification of Patient Safety Event Reports: Algorithm Development and Validation Study
2024 · Hongbo Chen, Eldan Cohen, et al. · JMIR Human Factors · 25
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An Ising Framework for Constrained Clustering on Special Purpose Hardware
2020 · Eldan Cohen, Arik Senderovich, et al. · Lecture notes in computer science · 17
Ising-Based Consensus Clustering on Specialized Hardware
2020 · Eldan Cohen, Avradip Mandal, et al. · Lecture notes in computer science · 16
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Large-scale analysis of the co-commit patterns of the active developers in github's top repositories
2018 · Eldan Cohen, Mariano P. Consens · International Conference on Mining Software Repositories (MSR) · 12
Problem Difficulty and the Phase Transition in Heuristic Search
2017 · Eldan Cohen, J. Christopher Beck · Proceedings of the AAAI Conference on Artificial Intelligence · 11
SAT-Based Approach for Learning Optimal Decision Trees with Non-Binary Features
2021 · Shati, Pouya, Cohen, Eldan, et al. · DROPS (Schloss Dagstuhl – Leibniz Center for Informatics) · 10
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Efficient Detection of Stigmatizing Language in Electronic Health Records via In-Context Learning: Comparative Analysis and Validation Study
2025 · Hongbo Chen, Myrtede Alfred, et al. · JMIR Medical Informatics · 8
Transformer models for mining intents and predicting activities from emails in knowledge-intensive processes
2023 · Faria Khandaker, Arik Senderovich, et al. · Engineering Applications of Artificial Intelligence · 8
Intersection of Performance, Interpretability, and Fairness in Neural Prototype Tree for Chest X-Ray Pathology Detection: Algorithm Development and Validation Study
2024 · Hongbo Chen, Myrtede Alfred, et al. · JMIR Formative Research · 6
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Exploiting Hardware and Software Advances for Quadratic Models of Wind Farm Layout Optimization
2022 · Arik Senderovich, Jiachen Zhang, et al. · IEEE Access · 6
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Leveraging LLM to identify missed information in patient-physician communication: improving healthcare service quality
2025 · Xingyou Zhou, Eldan Cohen, et al. · Frontiers in Medicine · 5
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Local Minima, Heavy Tails, and Search Effort for GBFS
2018 · Eldan Cohen, J. Christopher Beck · International Joint Conference on Artificial Intelligence · 5
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Variational Prefix Tuning for diverse and accurate code summarization using pre-trained language models
2025 · Junda Zhao, Yuliang Song, et al. · Journal of Systems and Software · 4
Improving Patient Safety Event Report Classification with Machine Learning and Contextual Text Representation
2023 · Hongbo Chen, Eldan Cohen, et al. · Proceedings of the Human Factors and Ergonomics Society Annual Meeting · 4
Cost-Based Heuristics and Node Re-Expansions across the Phase Transition
2021 · Eldan Cohen, J. Beck · Proceedings of the International Symposium on Combinatorial Search · 4
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Fat- and Heavy-Tailed Behavior in Satisficing Planning
2018 · Eldan Cohen, J. Christopher Beck · Proceedings of the AAAI Conference on Artificial Intelligence · 4
Evaluating and Mitigating the Misguidance Effect of Buggy Code in LLM-Generated Unit Tests
2026 · Junda Zhao, Shurui Zhou, et al. · Proceedings of the ACM on software engineering. · 3
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SAT-based optimal classification trees for non-binary data
2023 · Pouya Shati, Eldan Cohen, et al. · Constraints · 3
Examining the development, effectiveness, and limitations of computer-aided diagnosis systems for retained surgical items detection: a systematic review
2025 · Hongbo Chen, Eldan Cohen, et al. · Ergonomics · 2
Evaluating Active Learning Strategies for Automated Classification of Patient Safety Event Reports in Hospitals
2024 · Shehnaz Islam, Myrtede Alfred, et al. · Proceedings of the Human Factors and Ergonomics Society Annual Meeting · 2
Unified Clustering and Outlier Detection on Specialized Hardware
2021 · Eldan Cohen, Hayato Ushijima-Mwesigwa, et al. · IEEE International Conference on Acoustics Speech and Signal Processing · 2
Heavy-Tails and Randomized Restarting Beam Search in Goal-Oriented Neural Sequence Decoding
2021 · Eldan Cohen, J. Christopher Beck · Lecture notes in computer science · 2
(I Can Get) Satisfaction: Preference-Based Scheduling for Concert-Goers at Multi-venue Music Festivals
2017 · Eldan Cohen, Guoyu Huang, et al. · Lecture notes in computer science · 2
Neural Sequence Generation with Constraints via Beam Search with Cuts: A Case Study on VRP
2024 · Pouya Shati, Eldan Cohen, et al. · Proceedings of the International Symposium on Combinatorial Search · 1
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Works count: 50
Citation count: 214
H-index: 8
I10-index: 7
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