Guilherme França

Orcid: 0000-0003-3424-273X

According to our database1, Guilherme França authored at least 12 papers between 2016 and 2023.

Collaborative distances:
  • Dijkstra number2 of four.
  • Erdős number3 of four.

Timeline

Legend:

Book 
In proceedings 
Article 
PhD thesis 
Dataset
Other 

Links

On csauthors.net:

Bibliography

2023
A Nonsmooth Dynamical Systems Perspective on Accelerated Extensions of ADMM.
IEEE Trans. Autom. Control., May, 2023

2022
Geometric Methods for Sampling, Optimisation, Inference and Adaptive Agents.
CoRR, 2022

2021
Kernel k-Groups via Hartigan's Method.
IEEE Trans. Pattern Anal. Mach. Intell., 2021

Understanding the Dynamics of Gradient Flow in Overparameterized Linear models.
Proceedings of the 38th International Conference on Machine Learning, 2021

2020
Distributed Optimization, Averaging via ADMM, and Network Topology.
Proc. IEEE, 2020

Conformal Symplectic and Relativistic Optimization.
Proceedings of the Advances in Neural Information Processing Systems 33: Annual Conference on Neural Information Processing Systems 2020, 2020

2019
Gradient Flows and Accelerated Proximal Splitting Methods.
CoRR, 2019

2018
An Explicit Convergence Rate for Nesterov's Method from SDP.
Proceedings of the 2018 IEEE International Symposium on Information Theory, 2018

ADMM and Accelerated ADMM as Continuous Dynamical Systems.
Proceedings of the 35th International Conference on Machine Learning, 2018

2017
Markov Chain Lifting and Distributed ADMM.
IEEE Signal Process. Lett., 2017

Energy Clustering.
CoRR, 2017

2016
An explicit rate bound for over-relaxed ADMM.
Proceedings of the IEEE International Symposium on Information Theory, 2016


  Loading...