Why Bayesian Statistics Is More Computational Than EverJun 19, 2026

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Episodes

Why Bayesian Statistics Is More Computational Than Ever

Jun 19, 202600:04:46

Exact GPs vs Approximations: When to Use Each (and Why It Matters)

Jun 10, 202600:04:25

#159 Bayesian Occupancy Models, with Matthijs Hollanders

Jun 8, 202601:26:06

Can AI Learn What Experts Know? Automating Prior Elicitation with Generative Models

Jun 2, 202600:04:50

#158 Bayesian Workflows & Foundation Models, with Stefan Radev

May 21, 202601:18:31

The Hidden Geometry of Hierarchical Models

May 13, 202600:03:57

#157 Amortized Inference & BayesFlow in Practice, with Stefan Radev

May 6, 202601:18:43

How to Design Better Experiments with Expected Information Gain

May 1, 202600:05:42

#156 Bayesian Experimental Design & Active Learning, with Adam Foster

Apr 25, 202601:16:43

Pricing Under Uncertainty: A Bayesian Workflow

Apr 16, 202600:05:03

#155 Probabilistic Programming for the Real World, with Andreas Munk

Apr 8, 202601:54:07

Bitesize | "What Would Have Happened?" - Bayesian Synthetic Control Explained

Apr 2, 202600:05:23

#154 Bayesian Causal Inference at Scale, with Thomas Pinder

Mar 25, 202601:26:18

#153 The Neuroscience of Philanthropy, with Cherian Koshy

Mar 11, 202601:09:12

Bitesize | How To Model Risk Aversion In Pricing?

Mar 4, 202600:03:34

#152 A Bayesian decision theory workflow, with Daniel Saunders

Feb 26, 202601:19:18

BITESIZE | How Do Diffusion Models Work?

Feb 19, 202600:03:40

#151 Diffusion Models in Python, a Live Demo with Jonas Arruda

Feb 12, 202601:35:43

#150 Fast Bayesian Deep Learning, with David Rügamer, Emanuel Sommer & Jakob Robnik

Jan 28, 202601:20:27

BITESIZE | Building Resilience in Modern Tech Careers

Jan 21, 202600:25:22

#149 The Future of Work in Tech, with Alana Karen

Jan 14, 202601:32:32

BITESIZE | The Trial Design That Learns in Real Time

Jan 7, 202600:22:09

#148 Adaptive Trials, Bayesian Thinking, and Learning from Data, with Scott Berry

Dec 30, 202501:24:49

#34 Multilevel Regression, Post-stratification & Missing Data, with Lauren Kennedy

Feb 25, 202101:12:39

#145 Career Advice in the Age of AI, with Jordan Thibodeau

Nov 12, 202501:52:18

#144 Why is Bayesian Deep Learning so Powerful, with Maurizio Filippone

Oct 30, 202501:28:22

#137 Causal AI & Generative Models, with Robert Ness

Jul 23, 202501:38:19

#28 Game Theory, Industrial Organization & Policy Design, with Shosh Vasserman

Nov 20, 202001:03:57

BITESIZE | How to Make Your Models Faster, with Haavard Rue & Janet van Niekerk

Jul 16, 202500:17:53

#136 Bayesian Inference at Scale: Unveiling INLA, with Haavard Rue & Janet van Niekerk

Jul 9, 202501:17:37

#129 Bayesian Deep Learning & AI for Science with Vincent Fortuin

Apr 2, 202501:02:43

#123 BART & The Future of Bayesian Tools, with Osvaldo Martin

Jan 10, 202501:32:13

#125 Bayesian Sports Analytics & The Future of PyMC, with Chris Fonnesbeck

Feb 5, 202500:58:15

#124 State Space Models & Structural Time Series, with Jesse Grabowski

Jan 22, 202501:35:43

#122 Learning and Teaching in the Age of AI, with Hugo Bowne-Anderson

Dec 26, 202401:23:10

#121 Exploring Bayesian Structural Equation Modeling, with Nathaniel Forde

Dec 11, 202401:08:13

#110 Unpacking Bayesian Methods in AI with Sam Duffield

Jul 10, 202401:12:27

#109 Prior Sensitivity Analysis, Overfitting & Model Selection, with Sonja Winter

Jun 25, 202401:10:50

#111 Nerdinsights from the Football Field, with Patrick Ward

Jul 24, 202401:25:43

#108 Modeling Sports & Extracting Player Values, with Paul Sabin

Jun 14, 202401:18:04

#104 Automated Gaussian Processes & Sequential Monte Carlo, with Feras Saad

Apr 16, 202401:30:48

How to find black holes with Bayesian inference

Mar 16, 202400:12:13

#99 Exploring Quantum Physics with Bayesian Stats, with Chris Ferrie

Feb 9, 202401:07:31

#89 Unlocking the Science of Exercise, Nutrition & Weight Management, with Eric Trexler

Aug 23, 202301:59:50

#88 Bridging Computation & Inference in Artificial Intelligent Systems, with Philipp Hennig

Aug 10, 202301:11:50

#74 Optimizing NUTS and Developing the ZeroSumNormal Distribution, with Adrian Seyboldt

Jan 5, 202301:12:16

#64 Modeling the Climate & Gravity Waves, with Laura Mansfield

Jul 20, 202201:07:28

#53 Bayesian Stats for the Behavioral & Neural Sciences, with Todd Hudson

Dec 28, 202100:56:12

#47 Bayes in Physics & Astrophysics, with JJ Ruby

Sep 21, 202101:15:47

#48 Mixed Effects Models & Beautiful Plots, with TJ Mahr

Oct 8, 202101:01:24