Lee Cohen

Affiliations:
  • Toyota Technological Institute at Chicago (TTIC), IL, USA


According to our database1, Lee Cohen authored at least 14 papers between 2018 and 2024.

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Bibliography

2024
Bayesian Strategic Classification.
CoRR, 2024

Incentivized Collaboration in Active Learning.
Proceedings of the 5th Symposium on Foundations of Responsible Computing, 2024

Learnability Gaps of Strategic Classification.
Proceedings of the Thirty Seventh Annual Conference on Learning Theory, June 30, 2024

2023
Eliciting User Preferences for Personalized Multi-Objective Decision Making through Comparative Feedback.
Proceedings of the Advances in Neural Information Processing Systems 36: Annual Conference on Neural Information Processing Systems 2023, 2023

Finding Safe Zones of Markov Decision Processes Policies.
Proceedings of the Advances in Neural Information Processing Systems 36: Annual Conference on Neural Information Processing Systems 2023, 2023

Sequential Strategic Screening.
Proceedings of the International Conference on Machine Learning, 2023

2022
Topics in Machine Learning, Reinforcement Learning and Societal Challenges
PhD thesis, 2022

Finding Safe Zones of policies Markov Decision Processes.
CoRR, 2022

Modeling Attrition in Recommender Systems with Departing Bandits.
Proceedings of the Thirty-Sixth AAAI Conference on Artificial Intelligence, 2022

2021
Dueling Bandits with Team Comparisons.
Proceedings of the Advances in Neural Information Processing Systems 34: Annual Conference on Neural Information Processing Systems 2021, 2021

2020
Sample Complexity of Uniform Convergence for Multicalibration.
Proceedings of the Advances in Neural Information Processing Systems 33: Annual Conference on Neural Information Processing Systems 2020, 2020

Efficient Candidate Screening Under Multiple Tests and Implications for Fairness.
Proceedings of the 1st Symposium on Foundations of Responsible Computing, 2020

2019
Optimal Algorithm for Bayesian Incentive-Compatible Exploration.
Proceedings of the 2019 ACM Conference on Economics and Computation, 2019

2018
Optimal Algorithm for Bayesian Incentive-Compatible.
CoRR, 2018


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