@phdthesis{warlop:tel-01915499, TITLE = {{Novel Learning and Exploration-Exploitation Methods for Effective Recommender Systems}}, AUTHOR = {Warlop, Romain}, URL = {https://inria.hal.science/tel-01915499}, SCHOOL = {{Lille1}}, YEAR = {2018}, MONTH = Oct, KEYWORDS = {Recommender system ; Cold-start problem ; Model selection ; Multi- armed bandits ; Bandit algorithms ; E-commerce marketing ; Syst{\`e}mes de recommandations}, TYPE = {Theses}, PDF = {https://inria.hal.science/tel-01915499/file/Rapport%20de%20th%C3%A8se%20-%20VF%20-%20Romain%20WARLOP.pdf}, HAL_ID = {tel-01915499}, HAL_VERSION = {v1}, }