Universal Online Learning: an Optimistically Universal Learning Rule

16 January 2022

Papers citing "Universal Online Learning: an Optimistically Universal Learning Rule"

8 / 8 papers shown

Title
A Theory of Optimistically Universal Online Learnability for General Concept Classes Steve Hanneke Hongao Wang 43 0 0 15 Jan 2025
Beyond IID: data-driven decision-making in heterogeneous environments Omar Besbes Will Ma Omar Mouchtaki 42 7 0 03 Jan 2025
Online Consistency of the Nearest Neighbor Rule S. Dasgupta Geelon So 26 0 0 31 Oct 2024
Contextual Bandits and Optimistically Universal Learning Moise Blanchard Steve Hanneke Patrick 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 24 11 0 05 Oct 2022
Universally Consistent Online Learning with Arbitrarily Dependent Responses Steve Hanneke 16 10 0 11 Mar 2022
Universal Regression with Adversarial Responses Moise Blanchard Patrick Jaillet 21 6 0 09 Mar 2022
Universal Online Learning with Bounded Loss: Reduction to Binary Classification Moise Blanchard Romain Cosson 31 10 0 29 Dec 2021