Search Results for author: Connor James Stephens

Found 2 papers, 1 papers with code

Deep Learning of Dynamical System Parameters from Return Maps as Images

1 code implementation20 Jun 2023 Connor James Stephens, Emmanuel Blazquez

We present a novel approach to system identification (SI) using deep learning techniques.

Data Augmentation

Revisiting Simple Regret: Fast Rates for Returning a Good Arm

no code implementations30 Oct 2022 Yao Zhao, Connor James Stephens, Csaba Szepesvári, Kwang-Sung Jun

Simple regret is a natural and parameter-free performance criterion for pure exploration in multi-armed bandits yet is less popular than the probability of missing the best arm or an $\epsilon$-good arm, perhaps due to lack of easy ways to characterize it.

Multi-Armed Bandits

Cannot find the paper you are looking for? You can Submit a new open access paper.