Archive for distributed Bayesian inference
Bayesian inference and conformal prediction
Posted in Books, Kids, Statistics, University life with tags AISTATS 2021, École Polytechnique, Bayesian inference, conformal prediction, differential privacy, distributed Bayesian inference, federated learning, ICML 2023, large scale inference, Paris-Saclay campus, PhD thesis, thesis defence, uncertainty quantification on October 10, 2023 by xi'an
Expectation Propagation as a Way of Life on-line
Posted in pictures, Statistics, University life with tags Andrew Gelman, Bayesian computation, Bayesian inference, big data, distributed Bayesian inference, Edward Hopper, expectation-propagation, gas, gas station, JMLR, Journal of Machine-Learning, New York, The Museum of Modern Art, way of life on March 18, 2020 by xi'an
After a rather extended shelf-life, our paper expectation propagation as a way of life: a framework for Bayesian inference on partitioned data which was started when Andrew visited Paris in… 2014!, and to which I only marginally contributed, has now appeared in JMLR! Which happens to be my very first paper in this journal.
