Joint design of shuffling and function assignment in heterogeneous coded distributed computing
Considering the increasing demand for large-scale MapReduce distributed computing,
coded distributed computing (CDC) has become a promising technology to reduce the …
coded distributed computing (CDC) has become a promising technology to reduce the …
Duality mapping for Schatten matrix norms
S Aziznejad, M Unser - Numerical Functional Analysis and …, 2021 - Taylor & Francis
In this paper, we fully characterize the duality mapping over the space of matrices that are
equipped with Schatten norms. Our approach is based on the analysis of the saturation of …
equipped with Schatten norms. Our approach is based on the analysis of the saturation of …
Optimization Over Banach Spaces: A Unified View on Supervised Learning and Inverse Problems
S Aziznejad - 2022 - infoscience.epfl.ch
In this thesis, we reveal that supervised learning and inverse problems share similar
mathematical foundations. Consequently, we are able to present a unified variational view of …
mathematical foundations. Consequently, we are able to present a unified variational view of …