research
∙
02/05/2020
Convex combination of alternating projection and Douglas-Rachford operators for phase retrieval
We present the convergence analysis of convex combination of the alterna...
share
research
∙
04/01/2016
A sequential Monte Carlo approach to Thompson sampling for Bayesian optimization
Bayesian optimization through Gaussian process regression is an effectiv...
research
∙
03/31/2016
Online Optimization with Costly and Noisy Measurements using Random Fourier Expansions
This paper analyzes DONE, an online optimization algorithm that iterativ...
research
∙
01/29/2016
System Identification through Online Sparse Gaussian Process Regression with Input Noise
There has been a growing interest in using non-parametric regression met...
research
∙
01/29/2013
