Eldan Cohen

Publication Activity (10 Years)

Years Active: 2017-2024
Publications (10 Years): 23

Top Topics

Constrained Clustering

Outlier Detection

Top Venues

Publications

Shanhe Zhong, Pouya Shati, Eldan Cohen
Bi-Criteria Diverse Plan Selection via Beam Search Approximation. SOCS (2024)
Pouya Shati, Eldan Cohen, Sheila A. McIlraith
Neural Sequence Generation with Constraints via Beam Search with Cuts: A Case Study on VRP. SOCS (2024)
Faria Khandaker, Arik Senderovich, Junda Zhao, Eldan Cohen, Eric Yu, Sebastian Carbajales, Allen Chan
Transformer models for mining intents and predicting activities from emails in knowledge-intensive processes. Eng. Appl. Artif. Intell. 128 (2024)
Pouya Shati, Eldan Cohen, Sheila A. McIlraith
Optimal Decision Trees For Interpretable Clustering with Constraints. CoRR (2023)
Pouya Shati, Eldan Cohen, Sheila A. McIlraith
SAT-based optimal classification trees for non-binary data. Constraints An Int. J. 28 (2) (2023)
Eldan Cohen
Interpretable Clustering via Soft Clustering Trees. CPAIOR (2023)
Pouya Shati, Eldan Cohen, Sheila A. McIlraith
SAT-Based Learning of Compact Binary Decision Diagrams for Classification. CP (2023)
Pouya Shati, Eldan Cohen, Sheila A. McIlraith
Optimal Decision Trees For Interpretable Clustering with Constraints. IJCAI (2023)
Arik Senderovich, Jiachen Zhang, Eldan Cohen, J. Christopher Beck
Exploiting Hardware and Software Advances for Quadratic Models of Wind Farm Layout Optimization. IEEE Access 10 (2022)
Eldan Cohen, Hayato Ushijima-Mwesigwa, Avradip Mandal, Arnab Roy
Unified Clustering and Outlier Detection on Specialized Hardware. ICASSP (2021)
Eldan Cohen, J. Christopher Beck
Heavy-Tails and Randomized Restarting Beam Search in Goal-Oriented Neural Sequence Decoding. CPAIOR (2021)
Pouya Shati, Eldan Cohen, Sheila A. McIlraith
SAT-Based Approach for Learning Optimal Decision Trees with Non-Binary Features. CP (2021)
Eldan Cohen, Richard Anthony Valenzano, Sheila A. McIlraith
Type-WA*: Using Exploration in Bounded Suboptimal Planning. IJCAI (2021)
Eldan Cohen, Avradip Mandal, Hayato Ushijima-Mwesigwa, Arnab Roy
Ising-based Consensus Clustering on Specialized Hardware. CoRR (2020)
Eldan Cohen, Arik Senderovich, J. Christopher Beck
An Ising Framework for Constrained Clustering on Special Purpose Hardware. CPAIOR (2020)
Eldan Cohen, Avradip Mandal, Hayato Ushijima-Mwesigwa, Arnab Roy
Ising-Based Consensus Clustering on Specialized Hardware. IDA (2020)
Eldan Cohen, J. Christopher Beck
Empirical Analysis of Beam Search Performance Degradation in Neural Sequence Models. ICML (2019)
Eldan Cohen, Mariano P. Consens
Large-scale analysis of the co-commit patterns of the active developers in github's top repositories. MSR (2018)
Eldan Cohen, J. Christopher Beck
Fat- and Heavy-Tailed Behavior in Satisficing Planning. AAAI (2018)
Eldan Cohen, J. Christopher Beck
Local Minima, Heavy Tails, and Search Effort for GBFS. IJCAI (2018)
Eldan Cohen, J. Christopher Beck
Cost-Based Heuristics and Node Re-Expansions across the Phase Transition. SOCS (2017)
Eldan Cohen, J. Christopher Beck
Problem Difficulty and the Phase Transition in Heuristic Search. AAAI (2017)
Eldan Cohen, Guoyu Huang, J. Christopher Beck
(I Can Get) Satisfaction: Preference-Based Scheduling for Concert-Goers at Multi-venue Music Festivals. SAT (2017)