Guilherme França

15 papers A* 3B 2Journal 10
YearRankTypeTitle / Venue / Authors
2023 J jnl
A Nonsmooth Dynamical Systems Perspective on Accelerated Extensions of ADMM.
IEEE Trans. Autom. Control.
Guilherme França, Daniel P. Robinson, René Vidal
2022 J jnl
Geometric Methods for Sampling, Optimisation, Inference and Adaptive Agents.
CoRR
Alessandro Barp, Lancelot Da Costa, Guilherme França, Karl J. Friston, Mark A. Girolami, Michael I. Jordan, Grigorios A. Pavliotis
2021 J jnl
Kernel k-Groups via Hartigan's Method.
IEEE Trans. Pattern Anal. Mach. Intell.
Guilherme França, Maria L. Rizzo, Joshua T. Vogelstein
2021 A* conf
Understanding the Dynamics of Gradient Flow in Overparameterized Linear models.
ICML
Salma Tarmoun, Guilherme França, Benjamin D. Haeffele, René Vidal
2020 A* conf
Conformal Symplectic and Relativistic Optimization.
NeurIPS
Guilherme França, Jeremias Sulam, Daniel P. Robinson, René Vidal
2020 J jnl
Distributed Optimization, Averaging via ADMM, and Network Topology.
CoRR
Guilherme França, José Bento
2020 J jnl
Distributed Optimization, Averaging via ADMM, and Network Topology.
Proc. IEEE
Guilherme França, José Bento
2019 J jnl
Gradient Flows and Accelerated Proximal Splitting Methods.
CoRR
Guilherme França, Daniel P. Robinson, René Vidal
2018 A* conf
ADMM and Accelerated ADMM as Continuous Dynamical Systems.
ICML
Guilherme França, Daniel P. Robinson, René Vidal
2018 B conf
An Explicit Convergence Rate for Nesterov's Method from SDP.
ISIT
Sam Safavi, Bikash Joshi, Guilherme França, José Bento
2018 J jnl
An Explicit Convergence Rate for Nesterov's Method from SDP.
CoRR
Sam Safavi, Bikash Joshi, Guilherme França, José Bento
2017 J jnl
Energy Clustering.
CoRR
Guilherme França, Joshua T. Vogelstein
2017 J jnl
Markov Chain Lifting and Distributed ADMM.
CoRR
Guilherme França, José Bento
2017 J jnl
Markov Chain Lifting and Distributed ADMM.
IEEE Signal Process. Lett.
Guilherme França, José Bento
2016 B conf
An explicit rate bound for over-relaxed ADMM.
ISIT
Guilherme França, José Bento