93 citations · 221 across the 21 of their papers we have counts for
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Prediction-Correction Splittings for Nonsmooth Time-Varying Optimization
Nicola Bastianello, Andrea Simonetto, Ruggero Carli
We address the solution of time-varying optimization problems characterized by the sum of a time-varying strongly convex function and a time-invariant nonsmooth convex function. We…
Prediction-Correction for Nonsmooth Time-Varying Optimization via Forward-Backward Envelopes
Nicola Bastianello, Andrea Simonetto, Ruggero Carli
We present an algorithm for minimizing the sum of a strongly convex time-varying function with a time-invariant, convex, and nonsmooth function. The proposed algorithm employs the…
Asynchronous Distributed Optimization over Lossy Networks via Relaxed ADMM: Stability and Linear Convergence
Nicola Bastianello, Ruggero Carli, Luca Schenato +1
In this work we focus on the problem of minimizing the sum of convex cost functions in a distributed fashion over a peer-to-peer network. In particular, we are interested in the ca…