research
∙
04/25/2023
On Uniform Consistency of Spectral Embeddings
In this paper, we study the convergence of the spectral embeddings obtai...
share
research
∙
01/15/2023
Calibrated Data-Dependent Constraints with Exact Satisfaction Guarantees
We consider the task of training machine learning models with data-depen...
research
∙
06/07/2022
How does overparametrization affect performance on minority groups?
The benefits of overparameterization for the overall performance of mode...
research
∙
03/30/2021
Statistical inference for individual fairness
As we rely on machine learning (ML) models to make more consequential de...
research
∙
03/11/2020