Diego Marcondes

According to our database, Diego Marcondes authored at least 9 papers between 2018 and 2024.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of four.

2024

Discrete Morphological Neural Networks.

Diego Marcondes, Junior Barrera

SIAM J. Imaging Sci., 2024

Back to basics to open the black box.

Diego Marcondes, Adilson Simonis, Junior Barrera

Nat. Mac. Intell., 2024

An Algorithm to Train Unrestricted Sequential Discrete Morphological Neural Networks.

Diego Marcondes, Mariana Feldman, Junior Barrera

Proceedings of the Discrete Geometry and Mathematical Morphology, 2024

The Lattice Overparametrization Paradigm for the Machine Learning of Lattice Operators.

Diego Marcondes, Junior Barrera

Proceedings of the Discrete Geometry and Mathematical Morphology, 2024

2023

Distribution-free Deviation Bounds of Learning via Model Selection with Cross-validation Risk Estimation.

Diego Marcondes, Cláudia M. Peixoto

CoRR, 2023

2022

The role of prior information and computational power in Machine Learning.

Diego Marcondes, Adilson Simonis, Junior Barrera

CoRR, 2022

2021

A snapshot of a pandemic: The interplay between social isolation and COVID-19 dynamics in Brazil.

Cláudia Pio Ferreira, Diego Marcondes, Mariana P. Melo, Sérgio M. Oliva, Cláudia M. Peixoto, Pedro S. Peixoto

Patterns, 2021

Learning the hypotheses space from data through a U-curve algorithm: a statistically consistent complexity regularizer for Model Selection.

Diego Marcondes, Adilson Simonis, Junior Barrera

CoRR, 2021

2018

Feature Selection based on the Local Lift Dependence Scale.

Diego Marcondes, Adilson Simonis, Junior Barrera

Entropy, 2018