Yaxi Hu

Publication Activity (10 Years)

Years Active: 2022-2024
Publications (10 Years): 6

Top Topics

Privacy Violations

Intrinsic Dimensionality

Preprocessing Step

Top Venues

Publications

Francesco Pinto, Yaxi Hu, Fanny Yang, Amartya Sanyal
PILLAR: How to make semi-private learning more effective. SaTML (2024)
Amartya Sanyal, Yaxi Hu, Yaodong Yu, Yian Ma, Yixin Wang, Bernhard Schölkopf
Accuracy on the wrong line: On the pitfalls of noisy data for out-of-distribution generalisation. CoRR (2024)
Yaxi Hu, Amartya Sanyal, Bernhard Schölkopf
Provable Privacy with Non-Private Pre-Processing. CoRR (2024)
Francesco Pinto, Yaxi Hu, Fanny Yang, Amartya Sanyal
PILLAR: How to make semi-private learning more effective. CoRR (2023)
Amartya Sanyal, Yaxi Hu, Fanny Yang
How unfair is private learning? UAI (2022)
Amartya Sanyal, Yaxi Hu, Fanny Yang
How unfair is private learning ? CoRR (2022)