Universal Online Learning with Bounded Loss: Reduction to Binary Classification

29 December 2021

Papers citing "Universal Online Learning with Bounded Loss: Reduction to Binary Classification"

7 / 7 papers shown

Title
A Theory of Optimistically Universal Online Learnability for General Concept Classes Steve Hanneke Hongao Wang 47 0 0 15 Jan 2025
Online Consistency of the Nearest Neighbor Rule S. Dasgupta Geelon So 29 0 0 31 Oct 2024
Contextual Bandits and Optimistically Universal Learning Moise Blanchard Steve Hanneke Patrick Jaillet OffRL 26 1 0 31 Dec 2022
Multiclass Learnability Beyond the PAC Framework: Universal Rates and Partial Concept Classes Alkis Kalavasis Grigoris Velegkas Amin Karbasi 29 11 0 05 Oct 2022
Universal Regression with Adversarial Responses Moise Blanchard Patrick Jaillet 29 6 0 09 Mar 2022
Metric-valued regression Daniel Cohen A. Kontorovich FedML 19 5 0 07 Feb 2022
Universal Online Learning: an Optimistically Universal Learning Rule Moise Blanchard 24 11 0 16 Jan 2022