likelihood_free

Probabilistic neural nets Bayesian and other probabilistic inference in overparameterized ML 2017-01-11 – 2022-04-07

Generative flow 2022-03-07

Self-supervised learning I just wanna be meeeeee / with high probabilityyy ♬♪ 2022-03-04

Reparameterization tricks in inference Pathwise gradient estimation, nNormalizing flows, invertible density models, inference by measure transport, low-dimensional coupling… 2018-04-04 – 2021-12-21

Deep generative models 2020-12-10 – 2021-11-11

Approximate Bayesian Computation Posterior updates without likelihood 2020-08-25 – 2021-09-20

Generative adversarial networks 2016-10-07 – 2020-12-14

Likelihood free inference 2020-04-22

Indirect inference 2014-12-23 – 2015-12-15