Browsing by Author Chen, Zixiang

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Showing results 1 to 7 of 7
TitleAuthor(s)Issue Date
A generalized neural tangent kernel analysis for two-layer neural networks
Proceeding/Conference:Advances in Neural Information Processing Systems 33 (NeurIPS 2020)
2020
 
Benign Overfitting in Two-layer Convolutional Neural Networks
Proceeding/Conference:NeurIPS 2022 (28/11/2022-09/12/2022, New Orleans )
9-Dec-2022
 
How Does Semi-supervised learning with Pseudo-labelers Work? A Case Study
Proceeding/Conference:The 11th International Conference on Learning Representations (ICLR 2023) (01/05/2023-05/05/2023, Kigali, Rwanda)
5-May-2023
 
How Many Pretraining Tasks Are Needed for In-Context Learning of Linear Regression?
Proceeding/Conference:The Twelfth International Conference on Learning Representations (ICLR) (07/05/2024-11/05/2024, Vienna)
7-May-2024
 
Learning High-Dimensional Single-Neuron ReLU Networks with Finite Samples
Proceeding/Conference:International Conference on Machine Learning (17/07/2022-23/07/2022, Baltimore)
23-Jul-2022
 
On the Power of Multitask Representation Learning with Gradient Descent
Proceeding/Conference:The 28th International Conference on Artificial Intelligence and Statistics. (03/05/2025-05/05/2025, Mai Khao)
23-Apr-2025
 
Understanding Train-Validation Split in Meta-Learning with Neural Networks
Proceeding/Conference:The 11th International Conference on Learning Representations (ICLR 2023) (01/05/2023-05/05/2023, Kigali, Rwanda)
5-May-2023