Department of Mathematics

Indian Institute of Science

Bangalore 560 012

 

SEMINAR

 

Speaker

:

Madhuresh R 
Affiliation : TIFR-CAM, Bangalore

Subject Area

:

Mathematics

 

Venue

:

Department of Mathematics, Lecture Hall I

 

Time

:

02.15 p.m.

 

Date  

:

September 19, 2016 (Monday)

Title

:

"Bayesian approach to linear ill-posed inverse problems"
Abstract

:

We will discuss Bayesian analysis of linear-ill posed problems with Gaussian priors and additive Gaussian noise in a separable Hilbert space setting. Our main concerns will be wellposedness and also contraction rates of the posterior measure as the noise goes to zero. We will present results for mildly and severely ill-posed problems in cases when the eigenbases of the operator to be inverted and prior are not simultaneously diagnolizable.