Ruda Zhang | Gaussian Process Subspace Regression

Update: 2022-05-10

Description

Ruda Zhang (Duke University) walks us through "Gaussian Process Subspace Regression for Model Reduction" by Zhang, Mak, and Dunson.

To keep the topic interesting for both the early career & advanced audience we recap key points at a high level so that no one gets lost.

This episode involves a presentation, so you may prefer to watch the YouTube version here: https://youtu.be/IPtqUUG4XcY

Ruda's website: https://ruda.city/

The paper: https://arxiv.org/abs/2107.04668

Comments

In Channel

Keith O’Rourke | The Logic of Statistics

2022-08-0201:13:29

Jack Fitzsimons | Evil Models: Hiding Malware in Neural Networks

2022-07-2651:30

Scott Cunningham | Causal Inference (The Mixtape)

2022-07-1801:20:32

Eric Daza | Important Ideas in Causal Inference

2022-07-1101:23:34

Wenting Cheng & Weidong Zhang | Advances in Biotech/Biopharma

2022-05-1034:44

Ruda Zhang | Gaussian Process Subspace Regression

2022-05-1001:09:22

Ruda Zhang | Math-Science Duality

2022-04-1401:22:54

Simon Mak | Integrating Science into Stats Models

2022-04-0601:19:21

Martin Goodson | Practical Data Science & The UK’s AI Roadmap

2022-03-1601:16:18

Jack Fitzsimons | Data Security, Privacy, & Artificial Intelligence

2022-03-0101:14:22

Chris Tosh | The piranha problem in statistics

2022-02-2201:09:41

Chris Holmes | AI, Digital Health, & The Alan Turing Institute

2022-02-0901:03:37

Philosophy of Data Science | Deborah Mayo | Revolutions, Reforms, and Severe Testing in Statistical Thinking

2022-02-0453:57

Charlotte Deane | Bioinformatics, Deepmind’s AlphaFold 2, and Llamas

2022-02-0101:16:45

Eric Schwitzgebel | Consciousness, Zombies, & First Person Data | Philosophy of Data Science

2021-12-0201:13:24

Starting a Statistics Consultancy | Janet Wittes

2021-11-2238:46

Philosophy of Data Science | Jingyi Jessica Li | Advancing Statistical Genomics

2021-11-1601:22:42

Mine Çetinkaya-Rundel | Advancing Open Access Data Science Education

2021-11-0901:20:55

Jingyi Jessica Li | Statistical Hypothesis Testing vs Machine Learning Binary Classification

2021-09-2055:55

Gualtiero Piccinini | What Are First-Person Data? | Philosophy of Data Science

2021-08-3051:58

00:00

Ruda Zhang | Gaussian Process Subspace Regression

#box-pro-ellipsis-175754604335949{-webkit-line-clamp:2;}Ruda Zhang | Gaussian Process Subspace Regression

Ruda Zhang | Gaussian Process Subspace Regression

Glen Wright Colopy

Ruda Zhang | Gaussian Process Subspace Regression