Mean Field Approach for Variational Inference | Intuition & General Derivation

  Рет қаралды 10,812

Machine Learning & Simulation

Machine Learning & Simulation

Күн бұрын

Пікірлер: 46
Variational Inference | Evidence Lower Bound (ELBO) | Intuition & Visualization
25:06
Variational Inference | Evidence Lower Bound (ELBO) | Intuition & Visualization
Machine Learning & Simulation
Рет қаралды 77 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 3,4 М.
Қылмыскерді таптым… | QARGA 2 | 3 серия | КОНКУРС
31:30
Қылмыскерді таптым… | QARGA 2 | 3 серия | КОНКУРС
OMIR
Рет қаралды 594 М.
We Attempted The Impossible 😱
00:54
We Attempted The Impossible 😱
Topper Guild
Рет қаралды 56 МЛН
The Best Band 😅 #toshleh #viralshort
00:11
The Best Band 😅 #toshleh #viralshort
Toshleh
Рет қаралды 22 МЛН
Тренировка памяти 🧠 #boardgames #настольныеигры #умныеигры #игры #настолки #логическиеигры
00:49
Тренировка памяти 🧠 #boardgames #настольныеигры #умныеигры #игры #настолки #логическиеигры
Двое играют | Наташа и Вова
Рет қаралды 48 МЛН
Variational Inference by Automatic Differentiation in TensorFlow Probability
35:44
Variational Inference by Automatic Differentiation in TensorFlow Probability
Machine Learning & Simulation
Рет қаралды 6 М.
The challenges in Variational Inference (+ visualization)
15:34
The challenges in Variational Inference (+ visualization)
Machine Learning & Simulation
Рет қаралды 12 М.
The algorithm that (eventually) revolutionized statistics - #SoMEpi
17:36
The algorithm that (eventually) revolutionized statistics - #SoMEpi
Very Normal
Рет қаралды 81 М.
Approximating The Cos Function Challenge
6:29
Approximating The Cos Function Challenge
SilentALume
Рет қаралды 94 М.
Gaussian Processes
23:47
Gaussian Processes
Mutual Information
Рет қаралды 142 М.
Variational Inference by Mean Field Approach for the Posterior of the Normal in Python
30:21
Variational Inference by Mean Field Approach for the Posterior of the Normal in Python
Machine Learning & Simulation
Рет қаралды 2,8 М.
The Reparameterization Trick
17:35
The Reparameterization Trick
ML & DL Explained
Рет қаралды 26 М.
Variational Inference: Foundations and Modern Methods (NIPS 2016 tutorial)
1:53:05
Variational Inference: Foundations and Modern Methods (NIPS 2016 tutorial)
Steven Van Vaerenbergh
Рет қаралды 30 М.
Variational Inference: Simple Example (+ Python Demo)
48:09
Variational Inference: Simple Example (+ Python Demo)
Machine Learning & Simulation
Рет қаралды 19 М.
What if all the world's biggest problems have the same solution?
24:52
What if all the world's biggest problems have the same solution?
Veritasium
Рет қаралды 1,6 МЛН
Қылмыскерді таптым… | QARGA 2 | 3 серия | КОНКУРС
31:30
Қылмыскерді таптым… | QARGA 2 | 3 серия | КОНКУРС
OMIR
Рет қаралды 594 М.