Concepedia

Kaifeng Lyu

KL

Statistics

Publications

8

Citations

249

H-Index

8

Active since

2018

Affiliations

Princeton University(Current)

Tsinghua University

Kaifeng Lyu is an author at Princeton University specializing in computer science, machine learning, and deep learning.

Publications per year

2018–2022

8

Publications

8

Gradient Descent Maximizes the Margin of Homogeneous Neural Networks

Kaifeng Lyu, Jian Li · International Conference on Learning Representations · 2020 · 63 citations

Computing, Computer Science, Algorithms +16

Gradient Descent Maximizes the Margin of Homogeneous Neural Networks

Kaifeng Lyu, Jian Li · arXiv (Cornell University) · 2019 · 57 citations · Full text

Computing, Computer Science, Algorithms +16

Theoretical Analysis of Auto Rate-Tuning by Batch Normalization

Sanjeev Arora, Zhiyuan Li, Kaifeng Lyu · International Conference on Learning Representations · 2018 · 42 citations

Computing, Computer Science, Artificial Intelligence +15

Theoretical Analysis of Auto Rate-Tuning by Batch Normalization

Sanjeev Arora, Zhiyuan Li, Kaifeng Lyu · arXiv (Cornell University) · 2018 · 37 citations · Full text

Computing, Computer Science, Artificial Intelligence +15

Reconciling Modern Deep Learning with Traditional Optimization Analyses: The Intrinsic Learning Rate

Zhiyuan Li, Kaifeng Lyu, Sanjeev Arora · arXiv (Cornell University) · 2020 · 15 citations · Full text

Computing, Computer Science, Artificial Intelligence +16

1–5 of 8