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Robust Regression via Model Based Methods
The mean squared error loss is widely used in many applications, including auto-encoders, multi-target regression, and matrix factorization, to name a few.
Rate Allocation and Content Placement in Cache Networks
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
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