Since 2022 I am a postdoc at Telecom Paris in collaboration with Stephan Clémençon . I obtained my PhD from Otto von Guericke University Magdeburg under the supervision of Alexandra Carpentier. My main research interests are in multi armed bandits and reinforcement learning. You can find my google scholar page here.
Contact: firstname.lastname(a)telecom-paris.fr
Publications
James Cheshire, Yann Issartel, Neurips2025
James Cheshire, Stephan Clémençon, AISTATS2025
James Cheshire, Vincent Laurent, Stephan Clémençon, Neurips2023
James Cheshire, PhD Thesis
Rianne de Heide, James Cheshire, Pierre Ménard, Alexandra Carpentier, Neurips2021
James Cheshire, Pierre Ménard, Alexandra Capentier, ICML2021
James Cheshire, Pierre Ménard, Alexandra Capentier, COLT2020
Teaching
Compact course: Data Science for Quantum Mechanics, first, second and third iterations, Telecom Paris 2024 - 2026
Machine learning, APM_4AI10/SD-TSIA210, Telecom Paris 2023-2026
Statistical elements, IADATA701, Telecom Paris, 2025 - 2026
Statistical learning and data mining, BGDIA703, Telecom Paris, 2024 - 2025
Academic supervisor for Fil Rouge Masters project, concerning reinforcement learning for elderly care, Telecom Paris 2023
Mathematical Machine Learning, University of Potsdam 2021-2022