69 citations · 452 across the 35 of their papers we have counts for
Showing 2016 · math.OCShow all
2 papers · 2 filters
math.OC2016
Analysis of Different Types of Regret in Continuous Noisy Optimization
Sandra Astete-Morales, Marie-Liesse Cauwet, Olivier Teytaud
The performance measure of an algorithm is a crucial part of its analysis. The performance can be determined by the study on the convergence rate of the algorithm in question. It i…
math.OC2016★ 3 cited
Noisy Optimization: Fast Convergence Rates with Comparison-Based Algorithms
Marie-Liesse Cauwet, Olivier Teytaud
Derivative Free Optimization is known to be an efficient and robust method to tackle the black-box optimization problem. When it comes to noisy functions, classical comparison-base…