Variational Inference by Automatic Differentiation in TensorFlow Probability

  Рет қаралды 5,566

Machine Learning & Simulation

Machine Learning & Simulation

Күн бұрын

Пікірлер: 52
Mean Field Approach for Variational Inference | Intuition & General Derivation
25:40
Mean Field Approach for Variational Inference | Intuition & General Derivation
Machine Learning & Simulation
Рет қаралды 10 М.
Probabilistic Deep Learning in TensorFlow: The Why and How | ODSC Europe 2019
29:00
Probabilistic Deep Learning in TensorFlow: The Why and How | ODSC Europe 2019
Open Data Science
Рет қаралды 11 М.
小丑揭穿坏人的阴谋 #小丑 #天使 #shorts
00:35
小丑揭穿坏人的阴谋 #小丑 #天使 #shorts
好人小丑
Рет қаралды 52 МЛН
Из какого города смотришь? 😃
00:34
Из какого города смотришь? 😃
МЯТНАЯ ФАНТА
Рет қаралды 1,9 МЛН
Players vs Pitch 🤯
00:26
Players vs Pitch 🤯
LE FOOT EN VIDÉO
Рет қаралды 126 МЛН
小路飞还不知道他把路飞给擦没有了 #路飞#海贼王
00:32
小路飞还不知道他把路飞给擦没有了 #路飞#海贼王
路飞与唐舞桐
Рет қаралды 79 МЛН
The challenges in Variational Inference (+ visualization)
15:34
The challenges in Variational Inference (+ visualization)
Machine Learning & Simulation
Рет қаралды 12 М.
Introduction to KL-Divergence | Simple Example | with usage in TensorFlow Probability
15:29
Introduction to KL-Divergence | Simple Example | with usage in TensorFlow Probability
Machine Learning & Simulation
Рет қаралды 16 М.
Multivariate Gaussian Mixture Model | Intuition & Introduction | example in TensorFlow Probability
28:57
Multivariate Gaussian Mixture Model | Intuition & Introduction | example in TensorFlow Probability
Machine Learning & Simulation
Рет қаралды 4,1 М.
Dave Blei: "Black Box Variational Inference"
37:03
Dave Blei: "Black Box Variational Inference"
PROBPROG Conference
Рет қаралды 7 М.
Variational Inference | Evidence Lower Bound (ELBO) | Intuition & Visualization
25:06
Variational Inference | Evidence Lower Bound (ELBO) | Intuition & Visualization
Machine Learning & Simulation
Рет қаралды 72 М.
Deriving the VI by Mean Field Approach for the Posterior of the Normal with unknown mean & precision
38:21
Deriving the VI by Mean Field Approach for the Posterior of the Normal with unknown mean & precision
Machine Learning & Simulation
Рет қаралды 3,2 М.
MLE for the Multivariate Normal distribution | with example in TensorFlow Probability
43:49
MLE for the Multivariate Normal distribution | with example in TensorFlow Probability
Machine Learning & Simulation
Рет қаралды 8 М.
2021 3.1 Variational inference, VAE's and normalizing flows - Rianne van den Berg
56:29
2021 3.1 Variational inference, VAE's and normalizing flows - Rianne van den Berg
Mediterranean Machine Learning (M2L) summer school
Рет қаралды 14 М.
Junpeng Lao: Writing effective bayesian programs using TensorFlow and TFP | PyData Córdoba
1:21:40
Junpeng Lao: Writing effective bayesian programs using TensorFlow and TFP | PyData Córdoba
PyData
Рет қаралды 10 М.
Machine learning - Bayesian optimization and multi-armed bandits
1:20:30
Machine learning - Bayesian optimization and multi-armed bandits
Nando de Freitas
Рет қаралды 131 М.
小丑揭穿坏人的阴谋 #小丑 #天使 #shorts
00:35
小丑揭穿坏人的阴谋 #小丑 #天使 #shorts
好人小丑
Рет қаралды 52 МЛН