20 citations · 20 across the 2 of their papers we have counts for
3 papers
physics.geo-ph2019
Investigating the signatures of long-range persistence in seismic sequences along Circum-Pacific subduction zones
D. B. de Freitas, G. S. França, T. Scheerer +2
In the present paper, we analyze the signatures of long-range persistence in seismic sequences along Circum-Pacific subduction zones, from Chile to Kermadec, extracted from the Nat…
math.OC2019
Conformal Symplectic and Relativistic Optimization
Guilherme França, Jeremias Sulam, Daniel P. Robinson +1
Arguably, the two most popular accelerated or momentum-based optimization methods in machine learning are Nesterov's accelerated gradient and Polyaks's heavy ball, both correspondi…
stat.ML2017★ 20 cited
How is Distributed ADMM Affected by Network Topology?
Guilherme França, José Bento
When solving consensus optimization problems over a graph, there is often an explicit characterization of the convergence rate of Gradient Descent (GD) using the spectrum of the gr…