- 14
- 9 754
Leda Liang
United States
Приєднався 8 кві 2024
Interview with Rob Tibshirani on the Lasso
Ryan Tibshirani interviews Rob Tibshirani about his work on the Lasso.
This is part of a project to compile a repository of seminal papers in the field of statistics. Please visit the website below to find a summary, and the full paper for this paper as well as other historically significant papers.
ledaliang.github.io/journalclub/
This is part of a project to compile a repository of seminal papers in the field of statistics. Please visit the website below to find a summary, and the full paper for this paper as well as other historically significant papers.
ledaliang.github.io/journalclub/
Переглядів: 426
Відео
Interview with Jamie Robins on Causal Inference
Переглядів 54928 днів тому
Stefan Wager and Rob Tibshirani interview Jamie Robins about his work on causal inference. This is part of a project to compile a repository of seminal papers in the field of statistics. Please visit the website below to find a summary, and the full paper for this paper as well as other historically significant papers. ledaliang.github.io/journalclub/
Interview with Jerry Friedman on Gradient Boosting
Переглядів 323Місяць тому
Trevor Hastie and Rob Tibshirani interview Jerry Friedman about his work on Gradient Boosting. This is part of a project to compile a repository of seminal papers in the field of statistics. Please visit the website below to find a summary, and the full paper for this paper as well as other historically significant papers. ledaliang.github.io/journalclub/
Interview with Vladimir Vovk on Conformal Inference
Переглядів 517Місяць тому
John Cherian and Rob Tibshirani interview Vladimir Vovk about his work on conformal inference. This is part of a project to compile a repository of seminal papers in the field of statistics. Please visit the website below to find a summary, and the full paper for this paper as well as other historically significant papers. ledaliang.github.io/journalclub/
Introduction
Переглядів 1,6 тис.3 місяці тому
"13 Statistical Ideas that Changed the World" is a collection of videos in which Rob Tibshirani and friends (Trevor Hastie, John Cherian, Stefan Wager) interview authors of seminal papers in the field of Statistics. Please find the link to the playlist below. ua-cam.com/play/PLt_pNkbycxqahVksaNnjz3M6759xHIZ-r.html&feature=shared This is part of a project from Stanford's Stat 319 class in Winter...
Interview with Art Dempster and Nan Laird on the EM Algorithm
Переглядів 5733 місяці тому
Trevor Hastie and Rob Tibshirani interview Art Dempster and Nan Laird about their work on the EM Algorithm. This is part of a project to compile a repository of seminal papers in the field of statistics. Please visit the website below to find presentation slides, a summary, and the full paper for this paper as well as other historically significant papers. ledaliang.github.io/journalclub/
Interview with Peter McCullagh on Generalized Linear Models
Переглядів 5173 місяці тому
Trevor Hastie and Rob Tibshirani interview Peter McCullagh about his work on generalized linear models. This is part of a project to compile a repository of seminal papers in the field of statistics. Please visit the website below to find presentation slides, a summary, and the full paper for this paper as well as other historically significant papers. ledaliang.github.io/journalclub/
Interview with Nan Laird on Random Effects Models
Переглядів 5013 місяці тому
Trevor Hastie and Rob Tibshirani interview Nan Laird about her work on random effects models. This is part of a project to compile a repository of seminal papers in the field of statistics. Please visit the website below to find presentation slides, a summary, and the full paper for this paper as well as other historically significant papers. ledaliang.github.io/journalclub/
Interview with Don Rubin on the Propensity Score in Observational Studies for Causal Effects
Переглядів 6163 місяці тому
Trevor Hastie and Rob Tibshirani interview Don Rubin about his work on the propensity score in observational studies for causal effects. This is part of a project to compile a repository of seminal papers in the field of statistics. Please visit the website below to find presentation slides, a summary, and the full paper for this paper as well as other historically significant papers. ledaliang...
Interview with Sir Adrian Smith on Sampling From Posterior Distributions Using Gibbs Sampling
Переглядів 4483 місяці тому
Trevor Hastie and Rob Tibshirani interview Adrian Smith about his work on sampling from posterior distributions using Gibbs sampling. This is part of a project to compile a repository of seminal papers in the field of statistics. Please visit the website below to find presentation slides, a summary, and the full paper for this paper as well as other historically significant papers. ledaliang.gi...
Interview with Yoav Benjamini on Multiple Testing and False Discovery Rates
Переглядів 7773 місяці тому
Trevor Hastie and Rob Tibshirani interview Yoav Benjamini about his work on multiple testing and false discovery rates. This is part of a project to compile a repository of seminal papers in the field of statistics. Please visit the website below to find presentation slides, a summary, and the full paper for this paper as well as other historically significant papers. ledaliang.github.io/journa...
Interview with Scott Zeger on Generalized Estimating Equations
Переглядів 3633 місяці тому
Trevor Hastie and Rob Tibshirani interview Scott Zeger about his work on generalized estimating equations. This is part of a project to compile a repository of seminal papers in the field of statistics. Please visit the website below to find presentation slides, a summary, and the full paper for this paper as well as other historically significant papers. ledaliang.github.io/journalclub/
Interview with Trevor Hastie and Rob Tibshirani on Generalized Additive Models
Переглядів 5893 місяці тому
Rob Tibshirani and Trevor Hastie reflect on their work on generalized additive models. This is part of a project to compile a repository of seminal papers in the field of statistics. Please visit the website below to find presentation slides, a summary, and the full paper for this paper as well as other historically significant papers. ledaliang.github.io/journalclub/
Interview with Brad Efron on Bootstrap Methods
Переглядів 1,9 тис.3 місяці тому
Trevor Hastie and Rob Tibshirani interview Brad Efron about his work on bootstrap methods. This is part of a project to compile a repository of seminal papers in the field of statistics. Please visit the website below to find presentation slides, a summary, and the full paper for this paper as well as other historically significant papers. ledaliang.github.io/journalclub/
I am a fan of both the great Tibshiranis and watch all the interviews you are sharing. It helped me not only learn but also look and listen to these back-end heroes whose papers and work inspire researchers and industry men. However, I will suggest you optimize the sound quality (for many of your videos) and also arrange the subtitles.
Are they Dad and Son?
Thank you for this initiative. I really love these interviews. Could you please share the book mentioned in the video?
Nice interview.
This was great, thanks for posting it!
Living Legends. Lots of Love and Respect
This is brilliant! Thank you for sharing.
I loved the way he connected large language models and conformal prediction as an alternate to retrieval augmented generation in llm.
Thank you for the opportunity to hear such a prominent, yet non-public, speaker. The only jarring thing was his claim that the Moscow language was foreign to him, a Soviet boy raised in Kyiv, where everything, including school, was in Russian at the time. Trust me, it was the same Russian language. Nevertheless, I hope that learning from Kolmogorov was worth the challenges Prof. Vovk experienced.
Wow! This is so enlightening!!
What did you learn?
What a wonderful interview, thank you!