conftrace_

parameter-free algorithm

13 papers

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Co-occurring keywords

regret bound (1926) online linear optimization (32) online learning (1777) scale-free algorithm (4) online convex optimization (165) dynamic regret (94) stochastic optimization (1060) decision-theoretic (1) hedging algorithm (2) mirror descent (148)

Papers

On the Initialization for Convex-Concave Min-max Problems ALT 2022
Parameter-free Mirror Descent COLT 2022
Parameter-free Regret in High Probability with Heavy Tails NIPS 2022
Implicit Parameter-free Online Learning with Truncated Linear Models ALT 2022
One-Pass Multi-View Clustering for Large-Scale Data ICCV 2021
Lipschitz and Comparator-Norm Adaptivity in Online Learning COLT 2020
A simple parameter-free and adaptive approach to optimization under a minimal local smoothness assumption ALT 2019
Adaptive Scale-Invariant Online Algorithms for Learning Linear Models ICML 2019
Combining Online Learning Guarantees COLT 2019
A New Algorithm for Non-stationary Contextual Bandits: Efficient, Optimal and Parameter-free COLT 2019
Coin Betting and Parameter-Free Online Learning NIPS 2016
Open Problem: Parameter-Free and Scale-Free Online Algorithms COLT 2016
A Parameter-free Hedging Algorithm NIPS 2009