Concepedia

Jason D. Lee

JD

Statistics

Publications

96

Citations

6.1K

H-Index

39

Active since

2004

Affiliations

University of Southern California(Current)

Princeton University

California Southern University

Carnegie Mellon University

Stanford University

Jason D. Lee is an author at University of Southern California specializing in computer science, machine learning, and computing.

Publications per year

2004–2024

96

Publications

96

Communication-Efficient Distributed Statistical Inference

Michael I. Jordan, Jason D. Lee, Yun Yang · Journal of the American Statistical Association · 2018 · 443 citations

Natural Sciences, Communication, Computer Science +17

Gradient descent finds global minima of deep neural networks

Simon S. Du, Jason D. Lee, Haochuan Li et al. · 2019 · 419 citations

Computing, Computer Science, Artificial Intelligence +16

Fully Character-Level Neural Machine Translation without Explicit Segmentation

Jason D. Lee, Kyunghyun Cho, Thomas Hofmann · Transactions of the Association for Computational Linguistics · 2017 · 415 citations · Full text

Computing, Computer Science, Corpus-based Translation Studies +10

Gradient Descent Only Converges to Minimizers

Jason D. Lee, Max Simchowitz, Michael I. Jordan et al. · Conference on Learning Theory · 2016 · 386 citations

Computing, Computer Science, Mathematics +12

Matrix Completion and Low-Rank SVD via Fast Alternating Least Squares.

Trevor Hastie, Rahul Mazumder, Jason D. Lee · PubMed · 2015 · 220 citations

Computing, Computer Science, Cluster Computing +16

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