1 code implementation • 19 Jul 2022 • Mohammad-Amin Charusaie, Hussein Mozannar, David Sontag, Samira Samadi
One of the goals of learning algorithms is to complement and reduce the burden on human decision makers.
1 code implementation • 9 Jun 2021 • Margarita Vinaroz, Mohammad-Amin Charusaie, Frederik Harder, Kamil Adamczewski, Mijung Park
Hence, a relatively low order of Hermite polynomial features can more accurately approximate the mean embedding of the data distribution compared to a significantly higher number of random features.
no code implementations • 12 Jan 2020 • Mohammad-Amin Charusaie, Arash Amini, Stefano Rini
When considering discrete-domain moving-average processes with non-Gaussian excitation noise, the above results allow us to evaluate the block-average RID and DRB, as well as to determine a relationship between these parameters and other existing compressibility measures.