Jason D. Lee

Communication-Efficient Distributed Statistical Inference

Michael I. Jordan, Jason D. Lee, Yun Yang · Journal of the American Statistical Association · 2018 · 426 citations

Bayesian Statistic, Bayesian Statistics, Engineering +14

Gradient descent finds global minima of deep neural networks

Simon S. Du, Jason D. Lee, Haochuan Li et al. · 2019 · 417 citations

Artificial Intelligence, Model Optimization, Convolutional Neural Network +11

Fully Character-Level Neural Machine Translation without Explicit Segmentation

Jason D. Lee, Kyunghyun Cho, Thomas Hofmann · Transactions of the Association for Computational Linguistics · 2017 · 413 citations · Full text

Engineering, Machine Learning, Cross-lingual Representation +17

Gradient Descent Only Converges to Minimizers

Jason D. Lee, Max Simchowitz, Michael I. Jordan et al. · Conference on Learning Theory · 2016 · 385 citations

Gradient Descent, Engineering, Machine Learning +4

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

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