Julien GRAND-CLEMENT

Associate Professor

Information Systems and Operations Management

grand-clement@hec.fr https://people.hec.edu/grand-clement/

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.

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Scientific articles

Proceedings

Conic Blackwell Algorithm: Parameter-Free Convex-Concave Saddle-Point Solving

Thirty-fifth Conference on Neural Information Processing Systems , 2021 , 34 (Christian Kroer)

Estimation of Excess Mortality Resulting from Use of a Ventilator Triage Protocol Under Sars-CoV-2 Pandemic Surge Conditions

2021 International Conference of the American Thoracic Society , 2021 , A2589 (V. Goyal, C. W. Chan, M. N. Gong, E. C. Chuang, J. -T. Chen, P. Cuartas)

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

Beyond discounted returns: Robust Markov decision processes with average and Blackwell optimality

Operations Research, Forthcoming, (in coll. with M. PETRIK, N. VIEILLE)