Universal Online Learning with Unbounded Losses: Memory Is All You Need

21 January 2022

Papers citing "Universal Online Learning with Unbounded Losses: Memory Is All You Need"

7 / 7 papers shown

Title
A Theory of Optimistically Universal Online Learnability for General Concept Classes Steve Hanneke Hongao Wang 38 0 0 15 Jan 2025
Contextual Bandits and Optimistically Universal Learning Moise Blanchard Steve Hanneke P. Jaillet OffRL 19 1 0 31 Dec 2022
Multiclass Learnability Beyond the PAC Framework: Universal Rates and Partial Concept Classes Alkis Kalavasis Grigoris Velegkas Amin Karbasi 8 11 0 05 Oct 2022
Universal Regression with Adversarial Responses Moise Blanchard P. Jaillet 14 6 0 09 Mar 2022
Metric-valued regression Daniel Cohen A. Kontorovich FedML 9 5 0 07 Feb 2022
Universal Online Learning: an Optimistically Universal Learning Rule Moise Blanchard 12 11 0 16 Jan 2022
Universal Online Learning with Bounded Loss: Reduction to Binary Classification Moise Blanchard Romain Cosson 15 10 0 29 Dec 2021