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Julien GRAND-CLEMENT

Assistant Professor

Information Systems and Operations Management

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Biography

Julien Grand-Clément is an assistant professor in the Information Systems and Operations Management Department at HEC Paris. He completed his Ph.D. from the IEOR Department at Columbia University in 2021, and his M.Sc. from Ecole polytechnique (Paris) in 2016. His research interests broadly lie at the intersection of sequential decision-making for healthcare and data-driven optimization algorithms. His latest collaborations include robust allocations of beds in intensive care units with hospitals in California and interpretable ventilator allocations guidelines with hospitals in New York City. His research articles have appeared in leading academic journals, medical and artificial intelligence conferences.

Scientific articles

Proceedings

First-Order Methods for Wasserstein Distributionally Robust MDP

38th International Conference on Machine Learning (ICML) , 2021 , 139 (C. KROER)

Scalable First-Order Methods for Robust MDPs

2021 AAAI Conference on Artificial Intelligence , 2021 , 35 , 13 (C. KROER)

Working papers

Scientific articles

Quantifying Utilitarian Outcomes to Inform Triage Ethics: Simulated Performance of a Ventilator Triage Protocol under Sars-CoV-2 Pandemic Surge Conditions

AJOB Empirical Bioethics, 2022, vol. 13, n° 3, pp 196-204, (in coll. with E. Chuang, J.-T. Chen, C. W. Chan, V. Goyal, M. N. Gong)

The Operator Approach to Entropy Games

Theory of Computing Systems, 2019, vol. 63, n° 5, pp 1089-1130, (in coll. with M. Akian, S. Gaubert, J. Guillaud)

On the convex formulations of robust MDPs

Mathematics of Operations Research, Forthcoming, (in coll. with M. PETRIK)

The Best Decisions Are Not the Best Advice: Making Adherence-Aware Recommendations

Management Science, Forthcoming, (in coll. with J. PAUPHILET)

Proceedings

First-Order Methods for Wasserstein Distributionally Robust MDP

38th International Conference on Machine Learning (ICML) , 2021 , 139 (C. KROER)

Scalable First-Order Methods for Robust MDPs

2021 AAAI Conference on Artificial Intelligence , 2021 , 35 , 13 (C. KROER)

Working papers

Education

  • PhD in Operations Research, Columbia University - USA

Academic appointments

Academic Responsibilities at HEC

  • 2021- Assistant Professor HEC Paris