Xavier Gitiaux

activity

20192022

most citedMulti-Differential Fairness Auditor for Black Box Classifiers

3 citations · 9 across the 6 of their papers we have counts for

collaborators

Showing 2021Show all

2 papers · 1 filter

quant-ph2021★ 1 cited

SWAP Test for an Arbitrary Number of Quantum States

Xavier Gitiaux, Ian Morris, Maria Emelianenko +1

We develop a recursive algorithm to generalize the quantum SWAP test for an arbitrary number $m$ of quantum states requiring $O (m)$ controlled-swap (CSWAP) gates and $O (lo g m)$ an…

cs.LG2021

Fair Representations by Compression

Xavier Gitiaux, Huzefa Rangwala

Organizations that collect and sell data face increasing scrutiny for the discriminatory use of data. We propose a novel unsupervised approach to transform data into a compressed b…