Showing results 1 to 5 of 5
| Title | Author(s) | Issue Date | |
|---|---|---|---|
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 | ||
Risk Bounds of Multi-Pass SGD for Least Squares in the Interpolation Regime Proceeding/Conference:Advances in Neural Information Processing Systems (28/11/2022-09/12/2022, New Orleans) | 12-Dec-2022 | ||
The Benefits of Implicit Regularization from SGD in Least Squares Problems Proceeding/Conference:Advances in Neural Information Processing Systems | 2021 | ||
The Power and Limitation of Pretraining-Finetuning for Linear Regression under Covariate Shift
Proceeding/Conference:Advances in Neural Information Processing Systems (28/11/2022-09/12/2022, New Orleans) | 12-Dec-2022 |