Fully Unconstrained Online Learning

30 May 2024

Papers citing "Fully Unconstrained Online Learning"

8 / 8 papers shown

Title
Mechanic: A Learning Rate Tuner Ashok Cutkosky Aaron Defazio Harsh Mehta OffRL 75 16 0 31 May 2023
Optimal Stochastic Non-smooth Non-convex Optimization through Online-to-Non-convex Conversion Ashok Cutkosky Harsh Mehta Francesco Orabona 52 33 0 07 Feb 2023
Making SGD Parameter-Free Y. Carmon Oliver Hinder 56 45 0 04 May 2022
Damped Online Newton Step for Portfolio Selection Zakaria Mhammedi Alexander Rakhlin 22 15 0 15 Feb 2022
Tight Concentrations and Confidence Sequences from the Regret of Universal Portfolio Francesco Orabona Kwang-Sung Jun 77 41 0 27 Oct 2021
Lipschitz and Comparator-Norm Adaptivity in Online Learning Zakaria Mhammedi Wouter M. Koolen 27 56 0 27 Feb 2020
UniXGrad: A Universal, Adaptive Algorithm with Optimal Guarantees for Constrained Optimization Ali Kavis Kfir Y. Levy Francis R. Bach Volkan Cevher ODL 38 56 0 30 Oct 2019
No-Regret Algorithms for Unconstrained Online Convex Optimization Matthew J. Streeter H. B. McMahan ODL 63 89 0 09 Nov 2012