Rethinking bias-variance trade-off for generalization of neural networks Z Yang, Y Yu, C You, J Steinhardt, Y Ma International Conference on Machine Learning 119, 10767-10777, 2020 | 194 | 2020 |
Complete Dictionary Learning via L4-Norm Maximization over the Orthogonal Group. Y Zhai, Z Yang, Z Liao, J Wright, Y Ma Journal of Machine Learning Research 21 (165), 1-68, 2020 | 66 | 2020 |
Predicting Out-of-Distribution Error with the Projection Norm Y Yu, Z Yang, A Wei, Y Ma, J Steinhardt International Conference on Machine Learning 162, 25721-25746, 2022 | 33 | 2022 |
Exact gap between generalization error and uniform convergence in random feature models Z Yang, Y Bai, S Mei International Conference on Machine Learning 139, 11704-11715, 2021 | 18 | 2021 |
Understanding generalization in adversarial training via the bias-variance decomposition Y Yu, Z Yang, E Dobriban, J Steinhardt, Y Ma arXiv preprint arXiv:2103.09947, 2021 | 14 | 2021 |
ResMem: Learn what you can and memorize the rest Z Yang, M Lukasik, V Nagarajan, Z Li, A Rawat, M Zaheer, AK Menon, ... Advances in Neural Information Processing Systems 36, 2023 | 4 | 2023 |
Bellman Conformal Inference: Calibrating Prediction Intervals For Time Series Z Yang, E Candès, L Lei arXiv preprint arXiv:2402.05203, 2024 | 2 | 2024 |