no code implementations • 17 Sep 2023 • Giovanni Pellegrini, Vittorio Maria Faraco, Yashar Deldjoo
This study reproduces previous PFR approaches and shows that they significantly harm colder items, leading to a fairness gap for these items in both advantaged and disadvantaged groups.
1 code implementation • 18 Apr 2023 • Giovanni Pellegrini, Jacopo Bertolotti
Phase-retrieval techniques aim to recover the original signal from just the modulus of its Fourier transform, which is usually much easier to measure than its phase, but the standard iterative techniques tend to fail if only part of the modulus information is available.
no code implementations • 6 Feb 2022 • Yashar Deldjoo, Fatemeh Nazary, Arnau Ramisa, Julian McAuley, Giovanni Pellegrini, Alejandro Bellogin, Tommaso Di Noia
The textile and apparel industries have grown tremendously over the last few years.
1 code implementation • 15 Dec 2020 • Giovanni Pellegrini, Alessandro Tibo, Paolo Frasconi, Andrea Passerini, Manfred Jaeger
Learning on sets is increasingly gaining attention in the machine learning community, due to its widespread applicability.