Machine Learning and Knowledge Discovery in Databases: European Conference, Ecml Pkdd 2020, Ghent, Belgium, September 14-18, 2020, Proceedings, Part I

ISBN-13: 9783030676605 / Angielski / Miękka / 2021 / 742 str.

Tijl de Bie; Frank Hutter; Kristian Kersting

Spis treści

Deep learning optimization and theory.- active learning.- adversarial learning; federated learning.- Kernel methods and online learning.- partial label learning.- reinforcement learning.- transfer and multi-task learning.- Bayesian optimization and few-shot learning.