lp3
Finite
We show that, surprisingly, the notion of optimal finite-time regret is not auniquely defined property in this context and that, in general, it is decoupled from theasymptotic rate.
Finite
We show that, surprisingly, the notion of optimal finite-time regret is not auniquely defined property in this context and that, in general, it is decoupled from theasymptotic rate.
Stochastic Online Learning with Feedback Graphs: Finite-Time and Asymptotic Optimality
We show that, surprisingly, the notion of optimal finite-time regret is not a uniquely defined property in this context and that, in general, it is decoupled from the asymptotic rate. We discuss alternative choices and propose a notion of finite-time optimality that we argue is meaningful .
Technology:
- Information Technology > Artificial Intelligence > Machine Learning (1.00)
- Information Technology > Artificial Intelligence > Representation & Reasoning (0.67)
- Information Technology > Enterprise Applications > Human Resources > Learning Management (0.51)
- Information Technology > Data Science > Data Mining > Big Data (0.46)