Guilherme França

Publication Activity (10 Years)

Years Active: 2016-2023
Publications (10 Years): 15

Top Topics

Agent Environment

Dynamical Systems

Top Venues

IEEE Signal Process. Lett.

Publications

Guilherme França, Daniel P. Robinson, René Vidal
A Nonsmooth Dynamical Systems Perspective on Accelerated Extensions of ADMM. IEEE Trans. Autom. Control. 68 (5) (2023)
Alessandro Barp, Lancelot Da Costa, Guilherme França, Karl J. Friston, Mark A. Girolami, Michael I. Jordan, Grigorios A. Pavliotis
Geometric Methods for Sampling, Optimisation, Inference and Adaptive Agents. CoRR (2022)
Salma Tarmoun, Guilherme França, Benjamin D. Haeffele, René Vidal
Understanding the Dynamics of Gradient Flow in Overparameterized Linear models. ICML (2021)
Guilherme França, Maria L. Rizzo, Joshua T. Vogelstein
Kernel k-Groups via Hartigan's Method. IEEE Trans. Pattern Anal. Mach. Intell. 43 (12) (2021)
Guilherme França, José Bento
Distributed Optimization, Averaging via ADMM, and Network Topology. CoRR (2020)
Guilherme França, José Bento
Distributed Optimization, Averaging via ADMM, and Network Topology. Proc. IEEE 108 (11) (2020)
Guilherme França, Jeremias Sulam, Daniel P. Robinson, René Vidal
Conformal Symplectic and Relativistic Optimization. NeurIPS (2020)
Guilherme França, Daniel P. Robinson, René Vidal
Gradient Flows and Accelerated Proximal Splitting Methods. CoRR (2019)
Guilherme França, Daniel P. Robinson, René Vidal
ADMM and Accelerated ADMM as Continuous Dynamical Systems. ICML (2018)
Sam Safavi, Bikash Joshi, Guilherme França, José Bento
An Explicit Convergence Rate for Nesterov's Method from SDP. ISIT (2018)
Sam Safavi, Bikash Joshi, Guilherme França, José Bento
An Explicit Convergence Rate for Nesterov's Method from SDP. CoRR (2018)
Guilherme França, José Bento
Markov Chain Lifting and Distributed ADMM. CoRR (2017)
Guilherme França, José Bento
Markov Chain Lifting and Distributed ADMM. IEEE Signal Process. Lett. 24 (3) (2017)
Guilherme França, Joshua T. Vogelstein
Energy Clustering. CoRR (2017)
Guilherme França, José Bento
An explicit rate bound for over-relaxed ADMM. ISIT (2016)