Journal of Machine Learning Research 9 (2008) 759-813
Submitted 10/07; Revised 2/08; Published 4/08
Bayesian Inference and Optimal Design for the Sparse Linear Model
Matthias W. Seeger
SEEGER @ TUEBINGEN . MPG . DE
Max Planck Institute for Biological Cybe
Bayesian Experimental Design
Shreyash Prasad
Sumukh Shetty
Kirthana Binod
Nishit Raj
Introduction
Experimentation plays an integral part in the scientific method.
Conjectures and hypotheses are put forth based on the current state of
knowledge. Experiment
Bayesian Experimental Design: A Review
Kathryn Chaloner1 and Isabella Verdinelli2
Abstract
This paper reviews the literature on Bayesian experimental design, both for linear
and nonlinear models. A unied view of the topic is presented by putting experimen