Yue Xing

CoRR, 2024

Benefits of Transformer: In-Context Learning in Linear Regression Tasks with Unstructured Data.

[BibT_eX]

[DOI]

CoRR, 2024

Better Representations via Adversarial Training in Pre-Training: A Theoretical Perspective.

[BibT_eX]

[DOI]

CoRR, 2024

2022

Benefit of Interpolation in Nearest Neighbor Algorithms.

[BibT_eX]

[DOI]

SIAM J. Math. Data Sci., June, 2022

Phase Transition from Clean Training to Adversarial Training.

[BibT_eX]

[DOI]

Proceedings of the Advances in Neural Information Processing Systems 35: Annual Conference on Neural Information Processing Systems 2022, 2022

Why Do Artificially Generated Data Help Adversarial Robustness.

[BibT_eX]

[DOI]

Proceedings of the Advances in Neural Information Processing Systems 35: Annual Conference on Neural Information Processing Systems 2022, 2022

Unlabeled Data Help: Minimax Analysis and Adversarial Robustness.

[BibT_eX]

[DOI]

Proceedings of the International Conference on Artificial Intelligence and Statistics, 2022

2021

On the Algorithmic Stability of Adversarial Training.

[BibT_eX]

[DOI]

Proceedings of the Advances in Neural Information Processing Systems 34: Annual Conference on Neural Information Processing Systems 2021, 2021

Adversarially Robust Estimate and Risk Analysis in Linear Regression.

[BibT_eX]

[DOI]

Ruizhi Zhang

Proceedings of the 24th International Conference on Artificial Intelligence and Statistics, 2021

On the Generalization Properties of Adversarial Training.

[BibT_eX]

[DOI]

Proceedings of the 24th International Conference on Artificial Intelligence and Statistics, 2021

Predictive Power of Nearest Neighbors Algorithm under Random Perturbation.

[BibT_eX]

[DOI]

Proceedings of the 24th International Conference on Artificial Intelligence and Statistics, 2021

2020

Directional Pruning of Deep Neural Networks.

[BibT_eX]

[DOI]

Proceedings of the Advances in Neural Information Processing Systems 33: Annual Conference on Neural Information Processing Systems 2020, 2020

2018

Statistical Optimality of Interpolated Nearest Neighbor Algorithms.

[BibT_eX]

[DOI]