Parameter-free online learning via model selection

30 December 2017

Papers citing "Parameter-free online learning via model selection"

11 / 11 papers shown

Title
Learnability in Online Kernel Selection with Memory Constraint via Data-dependent Regret Analysis Junfan Li Shizhong Liao 23 0 0 01 Jul 2024
Fast TRAC: A Parameter-Free Optimizer for Lifelong Reinforcement Learning Aneesh Muppidi Zhiyu Zhang Heng Yang 39 4 0 26 May 2024
Budgeted Online Model Selection and Fine-Tuning via Federated Learning P. M. Ghari Yanning Shen FedML 50 1 0 19 Jan 2024
Anytime Model Selection in Linear Bandits Parnian Kassraie N. Emmenegger Andreas Krause Aldo Pacchiano 49 2 0 24 Jul 2023
Improved Regret Bounds for Online Kernel Selection under Bandit Feedback Junfan Li Shizhong Liao 21 1 0 09 Mar 2023
Unconstrained Dynamic Regret via Sparse Coding Zhiyu Zhang Ashok Cutkosky I. Paschalidis 34 7 0 31 Jan 2023
Exploiting the Curvature of Feasible Sets for Faster Projection-Free Online Learning Zakaria Mhammedi 20 8 0 23 May 2022
Minimax Regret for Stochastic Shortest Path with Adversarial Costs and Known Transition Liyu Chen Haipeng Luo Chen-Yu Wei 23 32 0 07 Dec 2020
Online Learning with Imperfect Hints Aditya Bhaskara Ashok Cutkosky Ravi Kumar Manish Purohit 30 58 0 11 Feb 2020
Model selection for contextual bandits Dylan J. Foster A. Krishnamurthy Haipeng Luo OffRL 29 89 0 03 Jun 2019
Best of many worlds: Robust model selection for online supervised learning Vidya Muthukumar Mitas Ray A. Sahai Peter L. Bartlett OffRL 40 8 0 22 May 2018