Hu, Yaxi

6 publications

AISTATS 2025 Accuracy on the Wrong Line: On the Pitfalls of Noisy Data for Out-of-Distribution Generalisation Amartya Sanyal, Yaxi Hu, Yaodong Yu, Yian Ma, Yixin Wang, Bernhard Schölkopf

ICLR 2025 Differentially Private Steering for Large Language Model Alignment Anmol Goel, Yaxi Hu, Iryna Gurevych, Amartya Sanyal

ICMLW 2024 Accuracy on the Wrong Line: On the Pitfalls of Noisy Data for OOD Generalisation Amartya Sanyal, Yaxi Hu, Yaodong Yu, Yian Ma, Yixin Wang, Bernhard Schölkopf

ICML 2024 Provable Privacy with Non-Private Pre-Processing Yaxi Hu, Amartya Sanyal, Bernhard Schölkopf

ICLRW 2023 How to Make Semi-Private Learning Effective Francesco Pinto, Yaxi Hu, Fanny Yang, Amartya Sanyal

UAI 2022 How Unfair Is Private Learning? Amartya Sanyal, Yaxi Hu, Fanny Yang