Papers

Support vector machines and linear regression coincide with very high-dimensional features
Navid Ardeshir*, Clayton Sanford*, Daniel Hsu.
In Advances in Neural Information Processing Systems 35. 2021.
[arxiv,poster,video,slides]

Instrinsic dimensionality and generalization properties of the $$\mathcal{R}$$-norm inductive bias
Clayton Sanford*, Navid Ardeshir*, Daniel Hsu.
Submitted for publication. 2022.
[arxiv, poster, slides]

Group conditional validity via multi-group learning
Sam Deng*, Navid Ardeshir*, Daniel Hsu*.
Submitted for publication. 2023.
[arxiv, paper]