26 citations · 137 across the 41 of their papers we have counts for
4 papers · 1 filter
Landscape Connectivity and Dropout Stability of SGD Solutions for Over-parameterized Neural Networks
Alexander Shevchenko, Marco Mondelli
The optimization of multilayer neural networks typically leads to a solution with zero training error, yet the landscape can exhibit spurious local minima and the minima can be dis…
Sublinear Latency for Simplified Successive Cancellation Decoding of Polar Codes
Marco Mondelli, Seyyed Ali Hashemi, John Cioffi +1
This work analyzes the latency of the simplified successive cancellation (SSC) decoding scheme for polar codes proposed by Alamdar-Yazdi and Kschischang. It is shown that, unlike c…
Rate-Flexible Fast Polar Decoders
Seyyed Ali Hashemi, Carlo Condo, Marco Mondelli +1
Polar codes have gained extensive attention during the past few years and recently they have been selected for the next generation of wireless communications standards (5G). Succes…
Analysis of a Two-Layer Neural Network via Displacement Convexity
Adel Javanmard, Marco Mondelli, Andrea Montanari
Fitting a function by using linear combinations of a large number of `simple' components is one of the most fruitful ideas in statistical learning. This idea lies at the core o…