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

• Active Bipartite Ranking

James Cheshire, Vincent Laurent,  Stephan Clémençon, Neurips2023

• Structured Pure Exploration Bandit Problems and Extensions 

James Cheshire, PhD Thesis 

• Bandits with many optimal arms                                                                                                                                                                             

     Rianne de Heide, James Cheshire, Pierre Ménard, Alexandra Carpentier, Neurips2021

• Problem Dependent View on Structured Thresholding Bandit Problems                                                                                                        

     James Cheshire, Pierre Ménard, Alexandra Capentier, ICML2021

•  The Influence of Shape Constraints on the Thresholding Bandit Problem                                                                                                             

     James Cheshire, Pierre Ménard, Alexandra Capentier, COLT2020