Better Parameter-free Stochastic Optimization with ODE Updates for
Coin-Betting

v1v2v3 (latest)

Better Parameter-free Stochastic Optimization with ODE Updates for Coin-Betting

12 June 2020

Francesco Orabona

ArXiv (abs)PDF HTML

Papers citing "Better Parameter-free Stochastic Optimization with ODE Updates for Coin-Betting"

17 / 17 papers shown

Title
The Sample Complexity of Parameter-Free Stochastic Convex Optimization Jared Lawrence Ari Kalinsky Hannah Bradfield Y. Carmon Oliver Hinder 17 0 0 12 Jun 2025
Reasoning without Regret Tarun Chitra OffRL LRM 79 0 0 14 Apr 2025
Temporal Context Consistency Above All: Enhancing Long-Term Anticipation by Learning and Enforcing Temporal Constraints Alberto Maté Mariella Dimiccoli AI4TS 80 1 0 27 Dec 2024
Adaptive Variance Reduction for Stochastic Optimization under Weaker Assumptions Wei Jiang Sifan Yang Yibo Wang Lijun Zhang 93 2 0 04 Jun 2024
Towards Stability of Parameter-free Optimization Yijiang Pang Shuyang Yu Hoang Bao Jiayu Zhou 57 1 0 07 May 2024
The Price of Adaptivity in Stochastic Convex Optimization Y. Carmon Oliver Hinder 85 7 0 16 Feb 2024
How Free is Parameter-Free Stochastic Optimization? Amit Attia Tomer Koren ODL 92 8 0 05 Feb 2024
Locally Optimal Descent for Dynamic Stepsize Scheduling Gilad Yehudai Alon Cohen Amit Daniely Yoel Drori Tomer Koren Mariano Schain 89 0 0 23 Nov 2023
Generalized Implicit Follow-The-Regularized-Leader Keyi Chen Francesco Orabona FedML 53 1 0 31 May 2023
Tuning-Free Maximum Likelihood Training of Latent Variable Models via Coin Betting Louis Sharrock Daniel Dodd Christopher Nemeth 88 8 0 24 May 2023
DoG is SGD's Best Friend: A Parameter-Free Dynamic Step Size Schedule Maor Ivgi Oliver Hinder Y. Carmon ODL 157 66 0 08 Feb 2023
Coin Sampling: Gradient-Based Bayesian Inference without Learning Rates Louis Sharrock Christopher Nemeth BDL 85 8 0 26 Jan 2023
Optimal Comparator Adaptive Online Learning with Switching Cost Zhiyu Zhang Ashok Cutkosky I. Paschalidis 54 4 0 13 May 2022
Making SGD Parameter-Free Y. Carmon Oliver Hinder 96 47 0 04 May 2022
Learning to Accelerate by the Methods of Step-size Planning Hengshuai Yao 73 0 0 01 Apr 2022
Implicit Parameter-free Online Learning with Truncated Linear Models Keyi Chen Ashok Cutkosky Francesco Orabona 74 10 0 19 Mar 2022
PDE-Based Optimal Strategy for Unconstrained Online Learning Zhiyu Zhang Ashok Cutkosky I. Paschalidis 93 27 0 19 Jan 2022