Scaling Probabilistic Models with Variational Inference
29:19
YouTubePyData
Scaling Probabilistic Models with Variational Inference
🔊 Recorded at PyData Berlin 2025, https://2025.pycon.de/program/BCGJQB/ 🎓 Learn how to scale Bayesian models to 50,000 time series in 7 minutes using variational inference with NumPyro and PyMC. Speakers: Dr. Juan Orduz Description: Dr. Juan Orduz presents a practical guide to scaling probabilistic models using variational inference ...
757 views5 months ago
Variational Bayesian methods Variational Bayesian Tutorial
Approximate Inference in Bayesian Networks, Monte Carlo, MCMC, Gibbs Sampling
12:41
Approximate Inference in Bayesian Networks, Monte Carlo, MCMC, Gibbs Sampling
YouTubeAI School
3 weeks ago
Lightning Talk: Bayesian Neural Networks With Variational Inference in PyTorch - Lars Heyen
12:20
Lightning Talk: Bayesian Neural Networks With Variational Inference in PyTorch - Lars Heyen
YouTubePyTorch
99 views3 weeks ago
Anna Korba - A Computable Measure of Suboptimality for Entropy-Regularised Variational Objectives
47:07
Anna Korba - A Computable Measure of Suboptimality for Entropy-Regularised Variational Objectives
YouTubeInstitut des Hautes Etudes
1 month ago
Top videos
Tutorial Session: Variational Bayes and Beyond: Bayesian Inference for Big Data
2:24:40
Tutorial Session: Variational Bayes and Beyond: Bayesian Inference for Big Data
YouTubeICML IJCAI ECAI 2018
20.1K viewsJul 12, 2018
Variational Inference: Foundations and Modern Methods
Variational Inference: Foundations and Modern Methods
Microsoftv-trmyl
Jun 5, 2024
[DeepBayes2019]: Day 2, Lecture 1. Stochastic variational inference and variational autoencoders
1:16:30
[DeepBayes2019]: Day 2, Lecture 1. Stochastic variational inference and variational autoencoders
YouTubeBayesGroup.ru
7.8K viewsAug 31, 2019
Variational Bayesian methods Variational Autoencoder
Multispectral Image Reconstruction From Color Images Using Enhanced Variational Autoencoder and Generative Adversarial Network
Multispectral Image Reconstruction From Color Images Using Enhanced Variational Autoencoder and Generative Adversarial Network
ieee.org
2 weeks ago
Representation Learning via Variational Bayesian Networks | Proceedings of the 30th ACM International Conference on Information & Knowledge Management
Representation Learning via Variational Bayesian Networks | Proceedings of the 30th ACM International Conference on Information & Knowledge Management
acm.org
Oct 30, 2021
Variational Autoencoders - EXPLAINED!
17:36
Variational Autoencoders - EXPLAINED!
YouTubeCodeEmporium
169.7K viewsJun 17, 2019
Tutorial Session: Variational Bayes and Beyond: Bayesian Inference for Big Data
2:24:40
Tutorial Session: Variational Bayes and Beyond: Bayesian Inference f…
20.1K viewsJul 12, 2018
YouTubeICML IJCAI ECAI 2018 Conference Videos
Variational Inference: Foundations and Modern Methods
Variational Inference: Foundations and Modern Methods
Jun 5, 2024
Microsoftv-trmyl
[DeepBayes2019]: Day 2, Lecture 1. Stochastic variational inference and variational autoencoders
1:16:30
[DeepBayes2019]: Day 2, Lecture 1. Stochastic variational inference a…
7.8K viewsAug 31, 2019
YouTubeBayesGroup.ru
How Bayes Theorem works
25:09
How Bayes Theorem works
574.6K viewsNov 1, 2016
YouTubeBrandon Rohrer
Variational Inference at Scale: How Bayesian Neural Networks Deliver Reliable AI
13:25
Variational Inference at Scale: How Bayesian Neural Networks Deliver …
24 views5 months ago
YouTubeTeraSystemsAI
Dr. Peng Chen | Projected variational inference for high-dimensional Bayesian inverse problems
1:01:36
Dr. Peng Chen | Projected variational inference for high-dime…
229 viewsMay 2, 2023
YouTubeINI Seminar Room 1
Chris Fonnesbeck - A Beginner's Guide to Variational Inference | PyData Virginia 2025
1:29:17
Chris Fonnesbeck - A Beginner's Guide to Variational Inference | Py…
3.4K views11 months ago
YouTubePyData
7:54
Variational Inference Explained | The ELBO (Ch. 19)
14 views5 months ago
YouTubeAI TL;DR
2:17:50
Tamara Broderick: Variational Bayes and Beyond: Bayesian Inference f…
22.6K viewsSep 4, 2018
YouTubeSteven Van Vaerenbergh
11:33
Evidence Lower Bound (ELBO) - CLEARLY EXPLAINED!
38.2K viewsJan 27, 2021
YouTubeKapil Sachdeva
15:34
The challenges in Variational Inference (+ visualization)
16.7K viewsApr 25, 2022
YouTubeMachine Learning & Simulation
57:26
UofT GenAI Course -- Lecture 34: Variational Inference
252 views10 months ago
YouTubeAli Bereyhi
25:33
[09x12] Bayesian Variational Inference (VI) using RxInfer.jl
1.7K viewsAug 6, 2023
YouTubedoggo dot jl
20:13
CS 285: Lecture 18, Variational Inference, Part 1
34.5K viewsNov 7, 2020
YouTubeRAIL
48:09
Variational Inference: Simple Example (+ Python Demo)
23.3K viewsApr 29, 2022
YouTubeMachine Learning & Simulation
3:07
The Reparameterisation Trick|Variational Inference
7.1K viewsJul 26, 2020
YouTubeMachine Learning and AI Academy
3:51
How Do VAEs Use Variational Inference Math? - AI and Machine …
3 views7 months ago
YouTubeAI and Machine Learning Explained
0:37
Variational inference for Gaussian mixture models
5.8K viewsSep 23, 2013
YouTubeJames McInerney
23:55
Variational Inference tutorial series Part 1 (Basic Information Theory )
20.5K viewsDec 31, 2015
YouTubeChieh Wu
1:54:44
08L – Self-supervised learning and variational inference
10.3K viewsAug 12, 2021
YouTubeAlfredo Canziani (冷在)
1:21:45
Probabilistic ML - 23 - Variational Inference
2.4K views10 months ago
YouTubeTübingen Machine Learning
1:27:40
Probabilistic ML - Lecture 24 - Variational Inference
3.7K viewsAug 4, 2023
YouTubeTübingen Machine Learning
36:09
Machine Learning: Variational Inference
65.8K viewsNov 11, 2015
YouTubeJordan Boyd-Graber
9:31
CS 285: Lecture 18, Variational Inference, Part 4
6.4K viewsNov 7, 2020
YouTubeRAIL
19:37
CS 285: Lecture 18, Variational Inference, Part 2
18.8K viewsNov 7, 2020
YouTubeRAIL
17:52
CS 285: Lecture 18, Variational Inference, Part 3
12.8K viewsNov 7, 2020
YouTubeRAIL
1:05:29
Variational Inference: Foundations and Innovations
48.4K viewsMay 1, 2017
YouTubeSimons Institute for the Theory of Computing
1:18:12
Stanford CS330 I Variational Inference and Generative Models …
33.2K viewsApr 9, 2023
YouTubeStanford Online
25:06
Variational Inference Evidence Lower Bound (ELBO) Intuition & V…
703 viewsFeb 27, 2023
bilibili小狗勾没有哗啦哗啦
See more videos
Static thumbnail place holder