Colin Wei

Learning Imbalanced Datasets with Label-Distribution-Aware Margin Loss

Kaidi Cao, Colin Wei, Adrien Gaidon et al. · arXiv (Cornell University) · 2019 · 226 citations · Full text

Semi-supervised Learning, Data Augmentation, Engineering +15

Towards Explaining the Regularization Effect of Initial Large Learning Rate in Training Neural Networks

Yuanzhi Li, Colin Wei, Tengyu Ma · arXiv (Cornell University) · 2019 · 124 citations · Full text

Engineering, Machine Learning, Autoencoders +17

GPT-4o System Card

OpenAI, A. M. Hurst, Adam Lerer et al. · arXiv (Cornell University) · 2024 · 87 citations · Full text

Artificial Intelligence, Engineering, Machine Learning +18

Theoretical Analysis of Self-Training with Deep Networks on Unlabeled Data

Colin Wei, Kendrick Shen, Yining Chen et al. · arXiv (Cornell University) · 2020 · 74 citations · Full text

Artificial Intelligence, Theoretical Analysis, Self-training Algorithms +14

On the Margin Theory of Feedforward Neural Networks

Colin Wei, Jason D. Lee, Qiang Liu et al. · arXiv (Cornell University) · 2018 · 51 citations · Full text

Model Optimization, Neural Scaling Law, Support Vector Machine +13