conftrace_

non-stationary optimization

5 papers

Explore in graph

Co-occurring keywords

sublinear regret (88) dynamic regret (94) kernel bandit (4) dynamic regret bound (1) randomized strategy (5) dynamic mirror descent (2) piecewise polynomial (7) total variation ball (1) network resource allocation (2) control optimization (2)

Papers

Safe dynamic pricing for nonstationary network resource allocation L4DC 2024
An Optimization-based Algorithm for Non-stationary Kernel Bandits without Prior Knowledge AISTATS 2023
Weighted Gaussian Process Bandits for Non-stationary Environments AISTATS 2022
Adaptive Online Estimation of Piecewise Polynomial Trends NIPS 2020
An Online Learning Approach to Model Predictive Control RSS 2019