Université de Paris; University of California, Berkeley; Netflix; Cornell University and Netflix
Aurelien Bibaut, Nathan Kallus, Maria Dimakopoulou, Antoine Chambaz, Mark van der Laan
empirical risk minimization;maximal inequality;metric entropy;fast rates;policy learning;empirical process theory;adaptively collected data
Risk Minimization from Adaptively Collected Data: Guarantees for Supervised and Policy Learning