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155_jasondlee.jpg

Jason Lee

Foundations Of Deep Learning Representation Learning Reinforcement Learning Theory Of Machine Learning Continuous Optimization

Research Performance Summary

175
Total Papers
24172
Total Citations
69
H-Index
2009-2025
Active Research Span

First Recorded Paper

Estimation of intrinsic dimensionality of samples from noisy low-dimensional manifolds in high dimensions with multiscale SVD

Year: 2009

Citations: 79

Venue: 2009 IEEE/SP 15th Workshop on Statistical Signal Processing

Latest Recorded Paper

What One Cannot, Two Can: Two-Layer Transformers Provably Represent Induction Heads on Any-Order Markov Chains

Year: 2025

Citations: 0

Venue: arXiv preprint arXiv:2508.07208

Last 10 Years Publication Activity

This timeline shows the professor's yearly publication activity.

2025
15
2024
29
2023
27
2022
14
2021
16
2020
19
2019
11
2018
13
2017
9
2016
6
2015
4

Publication Venues and Collaboration

Journal, Conference, and Book Publication Breakdown

Conference 37
Journal 13
Book 1

Top Coauthors

Lee Wang Sun

Research Impact by Period

2025-2026

Period Stats
Papers 15
Citations 152
Avg. Citations / Paper 10.1
H-Index 7

2020-2024

Period Stats
Papers 105
Citations 8843
Avg. Citations / Paper 84.2
H-Index 48

2015-2019

Period Stats
Papers 43
Citations 13146
Avg. Citations / Paper 305.7
H-Index 37

2010-2014

Period Stats
Papers 11
Citations 1952
Avg. Citations / Paper 177.5
H-Index 9

2005-2009

Period Stats
Papers 1
Citations 79
Avg. Citations / Paper 79
H-Index 1

Contact and Professional Links

Contact Information

jasondlee@berkeley.edu

Professional Links

Google Scholar
University Page
Personal Website / Lab

Detected Research Keywords

No Spurious Local Implicit Bias Gradient Bias Gradient Descent Spurious Local Minima Layer Neural Networks Stochastic Gradient Descent Zeroth Order Optimization Has No Spurious Shallow Neural Networks Proximal Newton Type