no code implementations • 20 Jun 2021 • Armin Moharrer, Khashayar Kamran, Edmund Yeh, Stratis Ioannidis
The mean squared error loss is widely used in many applications, including auto-encoders, multi-target regression, and matrix factorization, to name a few.
1 code implementation • 19 Jan 2021 • Gözde Özcan, Armin Moharrer, Stratis Ioannidis
We study submodular maximization problems with matroid constraints, in particular, problems where the objective can be expressed via compositions of analytic and multilinear functions.
no code implementations • 9 Jan 2021 • Khashayar Kamran, Armin Moharrer, Stratis Ioannidis, Edmund Yeh
We introduce the problem of optimal congestion control in cache networks, whereby \emph{both} rate allocations and content placements are optimized \emph{jointly}.
Networking and Internet Architecture