Media Summary: ... more flexible distribution than for instance only allowing for gaussians is to 5 minutes spotlight presentation for the paper Dual Online Stein Summary presentation of "Preconditioned training of

Variational Inference Mpc Using Normalizing - Detailed Analysis & Overview

... more flexible distribution than for instance only allowing for gaussians is to 5 minutes spotlight presentation for the paper Dual Online Stein Summary presentation of "Preconditioned training of We propose a flexible and scalable approach to target modular posteriors based on David Blei, Rajesh Ranganath, Shakir Mohamed. One of the core problems of modern statistics and machine learning is to ...

Photo Gallery

Variational Inference MPC using Normalizing Flows and Out-of-Distribution Projection
Variational Inference - Explained
2021 3.1 Variational inference, VAE's and normalizing flows - Rianne van den Berg
Density estimation with normalizing flow in a minute
RSS 2021, Spotlight Talk 85: Dual Online Stein Variational Inference for Control and Dynamics
RSS 2021, Spotlight Talk 20: Variational Inference MPC using Tsallis Divergence
DuSt-MPC: Dual Online Stein Variational Inference for Control and Dynamics
Stein Variational Model Predictive Control
What are Normalizing Flows?
Preconditioned training of normalizing flows for variational inference in inverse problems
CoRL 2020, Spotlight Talk 282: Stein Variational Model Predictive Control
Scalable Modular Bayesian Inference with Normalizing Flows
View Detailed Profile
Variational Inference MPC using Normalizing Flows and Out-of-Distribution Projection

Variational Inference MPC using Normalizing Flows and Out-of-Distribution Projection

Video accompanying the paper "

Variational Inference - Explained

Variational Inference - Explained

In this video, we break down

2021 3.1 Variational inference, VAE's and normalizing flows - Rianne van den Berg

2021 3.1 Variational inference, VAE's and normalizing flows - Rianne van den Berg

... more flexible distribution than for instance only allowing for gaussians is to

Density estimation with normalizing flow in a minute

Density estimation with normalizing flow in a minute

Normalizing

RSS 2021, Spotlight Talk 85: Dual Online Stein Variational Inference for Control and Dynamics

RSS 2021, Spotlight Talk 85: Dual Online Stein Variational Inference for Control and Dynamics

Dual Online Stein

RSS 2021, Spotlight Talk 20: Variational Inference MPC using Tsallis Divergence

RSS 2021, Spotlight Talk 20: Variational Inference MPC using Tsallis Divergence

Variational Inference MPC using

DuSt-MPC: Dual Online Stein Variational Inference for Control and Dynamics

DuSt-MPC: Dual Online Stein Variational Inference for Control and Dynamics

5 minutes spotlight presentation for the paper Dual Online Stein

Stein Variational Model Predictive Control

Stein Variational Model Predictive Control

"Stein

What are Normalizing Flows?

What are Normalizing Flows?

... Generative Flow

Preconditioned training of normalizing flows for variational inference in inverse problems

Preconditioned training of normalizing flows for variational inference in inverse problems

Summary presentation of "Preconditioned training of

CoRL 2020, Spotlight Talk 282: Stein Variational Model Predictive Control

CoRL 2020, Spotlight Talk 282: Stein Variational Model Predictive Control

"**Stein

Scalable Modular Bayesian Inference with Normalizing Flows

Scalable Modular Bayesian Inference with Normalizing Flows

We propose a flexible and scalable approach to target modular posteriors based on

Variational Inference: Foundations and Modern Methods (NIPS 2016 tutorial)

Variational Inference: Foundations and Modern Methods (NIPS 2016 tutorial)

David Blei, Rajesh Ranganath, Shakir Mohamed. One of the core problems of modern statistics and machine learning is to ...