Diego Marcondes

Publication Activity (10 Years)

Years Active: 2017-2024
Publications (10 Years): 15

Top Topics

Model Selection

Top Venues

SIAM J. Imaging Sci.

Nat. Mac. Intell.

Publications

Diego Marcondes, Mariana Feldman, Junior Barrera
An Algorithm to Train Unrestricted Sequential Discrete Morphological Neural Networks. DGMM (2024)
Diego Marcondes, Junior Barrera
The Lattice Overparametrization Paradigm for the Machine Learning of Lattice Operators. DGMM (2024)
Diego Marcondes, Adilson Simonis, Junior Barrera
Back to basics to open the black box. Nat. Mac. Intell. 6 (5) (2024)
Diego Marcondes, Junior Barrera
Discrete Morphological Neural Networks. SIAM J. Imaging Sci. 17 (3) (2024)
Diego Marcondes, Junior Barrera
The Lattice Overparametrization Paradigm for the Machine Learning of Lattice Operators. CoRR (2023)
Diego Marcondes, Cláudia M. Peixoto
Distribution-free Deviation Bounds of Learning via Model Selection with Cross-validation Risk Estimation. CoRR (2023)
Diego Marcondes, Junior Barrera
Discrete Morphological Neural Networks. CoRR (2023)
Diego Marcondes, Mariana Feldman, Junior Barrera
An Algorithm to Train Unrestricted Sequential Discrete Morphological Neural Networks. CoRR (2023)
Diego Marcondes, Adilson Simonis, Junior Barrera
The role of prior information and computational power in Machine Learning. CoRR (2022)
Diego Marcondes, Adilson Simonis, Junior Barrera
Learning the hypotheses space from data through a U-curve algorithm: a statistically consistent complexity regularizer for Model Selection. CoRR (2021)
Cláudia Pio Ferreira, Diego Marcondes, Mariana P. Melo, Sérgio M. Oliva, Cláudia M. Peixoto, Pedro S. Peixoto
A snapshot of a pandemic: The interplay between social isolation and COVID-19 dynamics in Brazil. Patterns 2 (10) (2021)
Diego Marcondes, Adilson Simonis, Junior Barrera
Learning the Hypotheses Space from data Part II: Convergence and Feasibility. CoRR (2020)
Diego Marcondes, Adilson Simonis, Junior Barrera
Learning the Hypotheses Space from data Part I: Learning Space and U-curve Property. CoRR (2020)
Diego Marcondes, Adilson Simonis, Junior Barrera
Feature Selection based on the Local Lift Dependence Scale. Entropy 20 (2) (2018)
Diego Marcondes, Adilson Simonis, Junior Barrera
Feature Selection based on the Local Lift Dependence Scale. CoRR (2017)