A Bayesian Framework for Human-AI Collaboration: Complementarity and Correlation Neglect.

Amine Bennouna

Saurabh Amin Amine Bennouna Daniel P. Huttenlocher Dingwen Kong Liang Lyu 0001 Asuman Ozdaglar A Bayesian Framework for Human-AI Collaboration: Complementarity and Correlation Neglect. 2026 February abs/2602.14331 CoRR https://doi.org/10.48550/arXiv.2602.14331 db/journals/corr/corr2602.html#abs-2602-14331 streams/journals/corr

Amine Bennouna Dessislava Pachamanova Georgia Perakis Omar Skali Lami Learning the Minimal Representation of a Continuous State-Space Markov Decision Process from Transition Data. 5162-5184 2025 71 Manag. Sci. 6 https://doi.org/10.1287/mnsc.2022.01652 db/journals/mansci/mansci71.html#BennounaPPL25 streams/journals/mansci

Omar Bennouna Amine Bennouna Saurabh Amin Asuman Ozdaglar What Data Enables Optimal Decisions? An Exact Characterization for Linear Optimization. 2025 NeurIPS http://papers.nips.cc/paper_files/paper/2025/hash/f2865c76810f9f702f52fd3e4150a296-Abstract-Conference.html conf/nips/2025 db/conf/nips/neurips2025.html#BennounaBAO25

Omar Bennouna Amine Bennouna Saurabh Amin Asuman E. Ozdaglar What Data Enables Optimal Decisions? An Exact Characterization for Linear Optimization. 2025 May abs/2505.21692 CoRR https://doi.org/10.48550/arXiv.2505.21692 db/journals/corr/corr2505.html#abs-2505-21692 streams/journals/corr

Amine Bennouna Joshua Joseph David Nze-Ndong Georgia Perakis Divya Singhvi Omar Skali Lami Yannis Spantidakis Leann Thayaparan Asterios Tsiourvas COVID-19: Prediction, Prevalence, and the Operations of Vaccine Allocation. 1013-1032 2023 May 25 Manuf. Serv. Oper. Manag. 3 https://doi.org/10.1287/msom.2022.1160 https://www.wikidata.org/entity/Q120702961 db/journals/msom/msom25.html#BennounaJNPSLSTT23

Saurabh Amin Omar Bennouna Daniel P. Huttenlocher Joshua Joseph Dingwen Kong Omar Skali Lami Liang Lyu 0001 David Nze-Ndong Asuman E. OzdaglarAsuman Ozdaglar Dessislava Pachamanova Georgia Perakis Divya Singhvi Yannis Spantidakis Leann Thayaparan Asterios Tsiourvas