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Bayesian experimental design
Known as:
Bayes optimum design
, Optimal Bayesian experiment
, Bayesian design of optimal experiment
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Bayesian experimental design provides a general probability-theoretical framework from which other theories on experimental design can be derived. It…
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Related topics
Related topics
12 relations
Active learning (machine learning)
Bayesian optimization
Differential entropy
Gambling and information theory
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Broader (4)
Design of experiments
Industrial engineering
Operations research
Systems engineering
Papers overview
Semantic Scholar uses AI to extract papers important to this topic.
2019
2019
EDDI: Efficient Dynamic Discovery of High-Value Information with Partial VAE
2019
Corpus ID: 260441554
= Exi∼p(xi|xo) [DKL(q(z|xi,xo)||q(z|xo))] −Exφ ,xi∼p(xφ ,xi|xo) [ DKL(q(z|xφ ,xi,xo)||q(z|xφ ,xo)) ] = R̂(i,xo). This new…
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2018
2018
Optimizing Natural Killer Cell Doses for Heterogeneous Cancer Patients Based on Multiple Event Times
Juhee Lee
,
P. Thall
,
K. Rezvani
2018
Corpus ID: 262509404
A sequentially adaptive Bayesian design is presented for a clinical trial of cord blood derived natural killer cells to treat…
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2010
2010
A Bayesian experimental design approach to structural health monitoring
C. Farrar
,
Eric B. Flynn
,
M. Todd
2010
Corpus ID: 109237391
Optimal system design for SHM involves two primarily challenges. The first is the derivation of a proper performance function for…
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2008
2008
INVERSE PROBLEMS doi:10.1088/0266-5611/24/3/034014 Generalizing resolution
2008
Corpus ID: 17330078
2006
2006
Optimal designs for the measurement of consumer preferences.
R. Kessels
2006
Corpus ID: 122828275
To date, no attempt has been made to design efficient conjoint choice experiments by means of the Gand V-optimality criteria…
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2005
2005
Integrated Bayesian Experimental Design
R. Fischer
,
H. Dreier
,
A. Dinklage
,
B. Kurzan
,
E. Pasch
2005
Corpus ID: 7956831
Any scientist planning experiments wants to optimize the design of a future experiment with respect to best performance within…
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2001
2001
Optimal Bayesian design applied to volume yield and optimal cutting time prediction
M. Paulo
,
A. Otten
2001
Corpus ID: 61101268
Review
1997
Review
1997
Elements of Bayesian experimental design
D. Sivia
1997
Corpus ID: 114608051
We consider some elements of the Bayesian approach that are important for optimal experimental design. While the underlying…
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1996
1996
Robust Bayesian design and analysis of clinical trials via prior partitioning
D. Sargent
,
B. Carlin
1996
Corpus ID: 118907470
Unlike traditional approaches, Bayesian methods enable formal combination of expert opinion and objective information into…
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1984
1984
Bayesian Design of Decision Rules for Failure Detection
E. Chow
,
A. Willsky
IEEE Transactions on Aerospace and Electronic…
1984
Corpus ID: 19658813
The formulation of the decision making process of a failure detection algorithm as a Bayes sequential decision problem provides a…
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