TH4.R1.1: An Information-Theoretic Framework for Out-of-Distribution Generalization
Wenliang Liu, Guanding Yu, Zhejiang University, China; Lele Wang, Renjie Liao, The University of British Columbia, Canada
TH4.R1.2: A note on generalization bounds for losses with finite moments
Borja Rodríguez-Gálvez, KTH Royal Institute of Technology, Sweden; Omar Rivasplata, UCL, United Kingdom; Ragnar Thobaben, Mikael Skoglund, KTH Royal Institute of Technology, Sweden
TH4.R1.3: Data-Dependent Generalization Bounds via Variable-size Compressibility
Milad Sefidgaran, Paris Research Center, Huawei Technologies France, France; Abdellatif Zaidi, Université Gustave Eiffel, France, France