The Next Platform

Injecting Machine Learning And Bayesian Optimization Into HPC

No matter what kind of traditional HPC simulation and modeling system you have, no matter what kind of fancy new machine learning AI system you have, IBM has an appliance that it wants to sell you to ...
JSTOR Daily

Subjective Bayesian Models in Sampling Finite Populations

A general and basic model for inference about characteristics of a finite population of distinguishable elements is presented from a subjectivistic-Bayesian point of view. A subjectivist analogue to ...
JSTOR Daily

BAYESIAN INFERENCE AND COMPUTING FOR SPATIAL POINT PATTERNS

NSF-CBMS Regional Conference Series in Probability and Statistics, Vol. 10 (2018), pp. i-v, 1-125 (128 pages) Aarts, G., Fieberg, J., and Matthiopoulos, J. (2012). Comparative interpretation of count, ...
ascopubs.org

Bayesian Counterfactual Machine Learning Individualizes Radiation Modality Selection to Mitigate Immunosuppression

Creating a Proxy for Baseline Eastern Cooperative Oncology Group Performance Status in Electronic Health Records for Comparative Effectiveness Research in Advanced Non–Small Cell Lung Cancer ...
mccormick.northwestern.edu

MLDS 490: Bayesian Methods for Inference and Decision Making

This course offers a rigorous yet practical exploration of Bayesian reasoning for data-driven inference and decision-making. Students will gain a deep understanding of probabilistic modeling, and ...
Princeton University

Bayesian perspectives on expressivism, fragmentation, and disagreement

Graduate seminar, Spring 2008. Open to graduate students only. Adam Elga (follow link for contact information, office hour). Class meeting time: Mondays 2:00-4:50 Mondays. Location: Marx Hall 201 ...