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Jeff Z. HaoChen
Jeff Z. HaoChen
PhD Student, Stanford University
Verified email at stanford.edu - Homepage
Title
Cited by
Cited by
Year
Random Shuffling Beats SGD after Finite Epochs
JZ HaoChen, S Sra
International Conference on Machine Learning (ICML) 2019, 2019
672019
Provable Guarantees for Self-Supervised Deep Learning with Spectral Contrastive Loss
JZ HaoChen, C Wei, A Gaidon, T Ma
Conference on Neural Information Processing Systems (NeurIPS) 2021, 2021
482021
Shape Matters: Understanding the Implicit Bias of the Noise Covariance
JZ HaoChen, C Wei, J Lee, T Ma
Conference on Learning Theory (COLT) 2021, 2021
382021
Self-supervised Learning is More Robust to Dataset Imbalance
H Liu, JZ HaoChen, A Gaidon, T Ma
International Conference on Learning Representations (ICLR) 2022, 2021
282021
Connect, Not Collapse: Explaining Contrastive Learning for Unsupervised Domain Adaptation
K Shen, R Jones, A Kumar, SM Xie, JZ HaoChen, T Ma, P Liang
International Conference on Machine Learning (ICML) 2022, 2022
82022
Beyond Separability: Analyzing the Linear Transferability of Contrastive Representations to Related Subpopulations
JZ HaoChen, C Wei, A Kumar, T Ma
Conference on Neural Information Processing Systems (NeurIPS) 2022, 2022
32022
Meta-learning Transferable Representations with a Single Target Domain
H Liu, JZ HaoChen, C Wei, T Ma
arXiv preprint arXiv:2011.01418, 2020
22020
Amortized Proximal Optimization
J Bae, P Vicol, JZ HaoChen, R Grosse
Conference on Neural Information Processing Systems (NeurIPS) 2022, 2022
12022
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