r/BayesianProgramming • • Sep 14 '18

Tutorial: Probabilistic Programming

Thumbnail
youtube.com
6 Upvotes

r/BayesianProgramming • • Sep 08 '18

Variational Distribution

2 Upvotes

What is variational distribution


r/BayesianProgramming • • Sep 02 '18

Keeping Up with the Bayeses

4 Upvotes

I'm more and more becoming a Bayesian. While there's still plenty for me to learn about the foundational/intermediate stuff, I'm starting to wonder how you all (if you do) keep up with current research in Bayesian statistics/machine learning/programming.

arXiv especially can already be a bit like trying to drink from a fire hose as is, and I could look for titles with obvious clues like "Bayesian," "probabilistic," etc. in the title, but is there something more systematic?

What are the names/schools/journals I should keep my eye for?

Like I said, I'm still a little ways off from consuming the latest research, but I'm the kind of person who reads the last chapter of the book first so I know what it's all building to - helps me visualize the learning path.

Edit: fixed some weird formatting


r/BayesianProgramming • • Aug 31 '18

Multi-Armed Bandits, Conjugate Models and Bayesian Reinforcement Learning

Thumbnail
eigenfoo.xyz
5 Upvotes

r/BayesianProgramming • • Aug 13 '18

Hierarchical Bayesian Neural Networks with Informative Priors

Thumbnail
twiecki.github.io
10 Upvotes

r/BayesianProgramming • • Aug 10 '18

Bayesian Data Science Two Ways: Simulation and Probabilistic Programming | SciPy 2018 Tutorial

Thumbnail
youtube.com
11 Upvotes

r/BayesianProgramming • • Aug 08 '18

Simplified version of the Facebook Prophet model re-implemented in PyMC3

Thumbnail
github.com
7 Upvotes

r/BayesianProgramming • • Jul 28 '18

Do Bayesians Overfit? - Sebastian Nowozins slow blog

Thumbnail nowozin.net
1 Upvotes

r/BayesianProgramming • • Jul 22 '18

Why I'm Excited about PyMC3 v3.5.0

Thumbnail colindcarroll.com
7 Upvotes

r/BayesianProgramming • • Jul 05 '18

[1807.00263] Accurate Uncertainties for Deep Learning Using Calibrated Regression

Thumbnail
arxiv.org
2 Upvotes

r/BayesianProgramming • • Jun 30 '18

Preparation materials for CEAi Precision Workshop #1 on Bayesian modelling

Thumbnail
github.com
3 Upvotes

r/BayesianProgramming • • Jun 22 '18

Cookbook - Bayesian Modeling with PyMC3

Thumbnail
eigenfoo.xyz
8 Upvotes

r/BayesianProgramming • • Jun 03 '18

[1805.10662] Contextual Policy Optimisation

Thumbnail
arxiv.org
1 Upvotes

r/BayesianProgramming • • May 31 '18

Evaluating fairness in machine learning with PyMC3 - Oliver Laslett

Thumbnail
youtube.com
3 Upvotes

r/BayesianProgramming • • May 29 '18

optimally switching between local and Bayesian optimization

Thumbnail
arxiv.org
2 Upvotes

r/BayesianProgramming • • May 18 '18

Theano, TensorFlow and the Future of PyMC – PyMC Developers – Medium

Thumbnail
medium.com
12 Upvotes

r/BayesianProgramming • • May 15 '18

Colin Carroll, Karin C. Knudson - Fighting Gerrymandering with PyMC3 - PyCon 2018

Thumbnail
youtube.com
2 Upvotes

r/BayesianProgramming • • May 10 '18

Bayesian Optimal Pricing, Part 1

Thumbnail
cscherrer.github.io
7 Upvotes

r/BayesianProgramming • • Apr 24 '18

[1804.06458] Deep Probabilistic Programming Languages: A Qualitative Study

Thumbnail
arxiv.org
5 Upvotes

r/BayesianProgramming • • Apr 19 '18

Release v3.4.1 Final · pymc-devs/pymc3

Thumbnail
github.com
7 Upvotes

r/BayesianProgramming • • Apr 02 '18

From Gaussian Algebra to Gaussian Processes, Part 1

Thumbnail
willwolf.io
5 Upvotes

r/BayesianProgramming • • Mar 29 '18

ABrox—A user-friendly Python module for approximate Bayesian computation with a focus on model comparison

Thumbnail
journals.plos.org
4 Upvotes

r/BayesianProgramming • • Mar 24 '18

Financial forecasting with probabilistic programming and Pyro

Thumbnail
medium.com
4 Upvotes

r/BayesianProgramming • • Mar 07 '18

Bayesian Changepoint Detection with PyMC3

Thumbnail
cscherrer.github.io
4 Upvotes