1 code implementation • 23 May 2023 • Andrew Engel, Zhichao Wang, Natalie S. Frank, Ioana Dumitriu, Sutanay Choudhury, Anand Sarwate, Tony Chiang
A second trend has been to utilize kernel functions in various explain-by-example or data attribution tasks.
no code implementations • NeurIPS 2012 • Kamalika Chaudhuri, Anand Sarwate, Kaushik Sinha
In this paper we investigate the theory and empirical performance of differentially private approximations to PCA and propose a new method which explicitly optimizes the utility of the output.