Awesome Generative Models
📄
Papers
🧭
Topics
🔥
Trending
🗺️
Map
🏆
Leaderboards
🎓
Learn
🤖
Ask AI
⋯
More
👥
Authors
📚
Reading Packs
📊
Datasets
🛠️
Tools
📰
News
📝
Blogs
✉️
Newsletter
🎯
Research Radar
🔖
Saved
+ Add Paper
☾
☀
← authors
·
overview
Loading author…
🤖
Ask AI
David M. Blei — most-cited papers & profile · Generative Models
← authors
·
overview
David M. Blei
20
papers ·
483
citations ·
82
h-index
University of the District of Columbia · University of Missouri · Columbia University
Google Scholar ↗
Semantic Scholar ↗
OpenAlex ↗
Most-cited papers
Variational Sequential Monte Carlo
2017 · 50 citations
Prescribed Generative Adversarial Networks
2019 · 47 citations
Avoiding Latent Variable Collapse With Generative Skip Models
2018 · 35 citations
The Generalized Reparameterization Gradient
2016 · 27 citations
Posterior Collapse and Latent Variable Non-identifiability
2023 · 26 citations
Overdispersed Black-Box Variational Inference
2016 · 16 citations
Variational Inference via $ḩi$-Upper Bound Minimization
2016 · 8 citations
Proximity Variational Inference
2017 · 1 citations
Amortized Variational Inference: When and Why?
2023 · 1 citations
Top co-authors
Adji B. Dieng
· 3
Francisco J. R. Ruiz
· 3
Michalis K. Titsias
· 3
Rajesh Ranganath
· 3
Alexander M. Rush
· 1
Charles C. Margossian
· 1
Cheng Zhang
· 1
Christian A. Naesseth
· 1
Diana Cai
· 1
Dustin Tran
· 1
Jaan Altosaar
· 1
John Paisley
· 1
Topics
stat.ML
stat.AP
math.ST
cs.IT
stat.TH
GANs
Training & Sampling
eess.SP
math.IT