Philosophy and the practice of Bayesian statistics
A Gelman, CR Shalizi - British Journal of Mathematical and …, 2013 - Wiley Online Library
A substantial school in the philosophy of science identifies Bayesian inference with inductive
inference and even rationality as such, and seems to be strengthened by the rise and …
inference and even rationality as such, and seems to be strengthened by the rise and …
Modern Bayesian experimental design
Bayesian experimental design (BED) provides a powerful and general framework for
optimizing the design of experiments. However, its deployment often poses substantial …
optimizing the design of experiments. However, its deployment often poses substantial …
Generalized out-of-distribution detection: A survey
Abstract Out-of-distribution (OOD) detection is critical to ensuring the reliability and safety of
machine learning systems. For instance, in autonomous driving, we would like the driving …
machine learning systems. For instance, in autonomous driving, we would like the driving …
Weight uncertainty in neural network
We introduce a new, efficient, principled and backpropagation-compatible algorithm for
learning a probability distribution on the weights of a neural network, called Bayes by …
learning a probability distribution on the weights of a neural network, called Bayes by …
[BOOK][B] From bacteria to Bach and back: The evolution of minds
DC Dennett - 2017 - books.google.com
" A supremely enjoyable, intoxicating work."—Nature How did we come to have minds? For
centuries, poets, philosophers, psychologists, and physicists have wondered how the …
centuries, poets, philosophers, psychologists, and physicists have wondered how the …
On how religions could accidentally incite lies and violence: folktales as a cultural transmitter
Folklore has a critical role as a cultural transmitter, all the while being a socially accepted
medium for the expressions of culturally contradicting wishes and conducts. In this study of …
medium for the expressions of culturally contradicting wishes and conducts. In this study of …
A student's guide to Bayesian statistics
B Lambert - 2018 - torrossa.com
Untitled Page 1 Page 2 A Student’s Guide to BAYESIAN STATISTICS Page 3 Sara Miller
McCune founded SAGE Publishing in 1965 to support the dissemination of usable knowledge …
McCune founded SAGE Publishing in 1965 to support the dissemination of usable knowledge …
The time has come: Bayesian methods for data analysis in the organizational sciences
The use of Bayesian methods for data analysis is creating a revolution in fields ranging from
genetics to marketing. Yet, results of our literature review, including more than 10,000 …
genetics to marketing. Yet, results of our literature review, including more than 10,000 …
[BOOK][B] Modern statistics for the social and behavioral sciences: A practical introduction
R Wilcox - 2017 - taylorfrancis.com
Requiring no prior training, Modern Statistics for the Social and Behavioral Sciences
provides a two-semester, graduate-level introduction to basic statistical techniques that …
provides a two-semester, graduate-level introduction to basic statistical techniques that …
Simulation-based optimal Bayesian experimental design for nonlinear systems
The optimal selection of experimental conditions is essential to maximizing the value of data
for inference and prediction, particularly in situations where experiments are time …
for inference and prediction, particularly in situations where experiments are time …