3 papers
cs.LG2021
Robust Regression via Model Based Methods
Armin Moharrer, Khashayar Kamran, Edmund Yeh +1
The mean squared error loss is widely used in many applications, including auto-encoders, multi-target regression, and matrix factorization, to name a few. Despite computational ad…
cs.NI2021
Rate Allocation and Content Placement in Cache Networks
Khashayar Kamran, Armin Moharrer, Stratis Ioannidis +1
We introduce the problem of optimal congestion control in cache networks, whereby \emph{both} rate allocations and content placements are optimized \emph{jointly}. We formulate thi…
cs.SI2016
Cascading Node Failure with Continuous States in Random Geometric Networks
Khashayar Kamran, Edmund Yeh
The increasing complexity and interdependency of today's networks highlight the importance of studying network robustness to failure and attacks. Many large-scale networks are pron…