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ICML
2007
IEEE
16 years 8 months ago
Efficiently computing minimax expected-size confidence regions
Given observed data and a collection of parameterized candidate models, a 1- confidence region in parameter space provides useful insight as to those models which are a good fit t...
Brent Bryan, H. Brendan McMahan, Chad M. Schafer, ...
ICML
2004
IEEE
16 years 8 months ago
Variational methods for the Dirichlet process
Variational inference methods, including mean field methods and loopy belief propagation, have been widely used for approximate probabilistic inference in graphical models. While ...
David M. Blei, Michael I. Jordan
ISBI
2002
IEEE
16 years 8 months ago
Deformable m-rep segmentation of object complexes
While we have previously reported on multiscale segmentation of single-figure anatomic objects from medical images by deformable m-rep models, here we report on a method of segmen...
P. Thomas Fletcher, Stephen M. Pizer, A. Graham Ga...
RECOMB
2002
Springer
16 years 7 months ago
A bayesian approach to transcript estimation from gene array data: the BEAM technique
We present a new statistically optimal approach to estimate transcript levels and ratios from one or more gene array experiments. The Bayesian Estimation of Array Measurements (BE...
Ron O. Dror, Jonathan G. Murnick, Nicola A. Rinald...
ICSE
2004
IEEE-ACM
16 years 7 months ago
Assume-Guarantee Verification of Source Code with Design-Level Assumptions
Model checking is an automated technique that can be used to determine whether a system satisfies certain required properties. To address the "state explosion" problem a...
Dimitra Giannakopoulou, Corina S. Pasareanu, Jamie...