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Diego Marcondes
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Modeling future spread of infections via mobile geolocation data and population dynamics. An application to COVID-19 in Brazil
PS Peixoto, D Marcondes, C Peixoto, SM Oliva
PloS one 15 (7), e0235732, 2020
1242020
Potential dissemination of epidemics based on Brazilian mobile geolocation data. Part I: Population dynamics and future spreading of infection in the states of Sao Paulo and …
PS Peixoto, D Marcondes, C Peixoto, L Queiroz, R Gouveia, A Delgado, ...
MedRxiv, 2020.04. 07.20056739, 2020
272020
A resolvent approach to metastability
C Landim, D Marcondes, I Seo
Journal of the European Mathematical Society, 1-56, 2023
142023
A snapshot of a pandemic: the interplay between social isolation and COVID-19 dynamics in Brazil
CP Ferreira, D Marcondes, MP Melo, SM Oliva, CM Peixoto, PS Peixoto
Patterns 2 (10), 2021
82021
Assessing randomness in case assignment: the case study of the Brazilian Supreme Court
D Marcondes, C Peixoto, JM Stern
Law, Probability and Risk 18 (2-3), 97-114, 2019
82019
Metastable behavior of reversible, critical zero-range processes
C Landim, D Marcondes, I Seo
arXiv preprint arXiv:2006.04214, 2020
72020
Metastable behavior of weakly mixing Markov chains: the case of reversible, critical zero-range processes
C Landim, D Marcondes, I Seo
The Annals of Probability 51 (1), 157-227, 2023
62023
A nonparametric statistical approach to content analysis of items
D Marcondes, NR Marcondes
Stats 1 (1), 1-13, 2018
42018
A survey of a hurdle model for heavy-tailed data based on the generalized lambda distribution
D Marcondes, C Peixoto, AC Maia
Communications in Statistics-Theory and Methods 49 (4), 781-808, 2020
32020
The lattice overparametrization paradigm for the machine learning of lattice operators
D Marcondes, J Barrera
International Conference on Discrete Geometry and Mathematical Morphology …, 2024
22024
Discrete morphological neural networks
D Marcondes, J Barrera
arXiv preprint arXiv:2309.00588, 2023
22023
Robust parameter estimation in dynamical systems via statistical learning with an application to epidemiological models
D Marcondes
22020
Feature Selection based on the Local Lift Dependence Scale
D Marcondes, A Simonis, J Barrera
Entropy 20 (2), 97, 2018
22018
An Algorithm to Train Unrestricted Sequential Discrete Morphological Neural Networks
D Marcondes, M Feldman, J Barrera
International Conference on Discrete Geometry and Mathematical Morphology …, 2024
12024
Distribution-free deviation bounds of learning via model selection with cross-validation risk estimation
D Marcondes, C Peixoto
arXiv preprint arXiv:2303.08777, 2023
12023
The role of prior information and computational power in Machine Learning
D Marcondes, A Simonis, J Barrera
arXiv preprint arXiv:2211.01972, 2022
12022
Learning the Hypotheses Space from data Part II: Convergence and Feasibility
D Marcondes, A Simonis, J Barrera
arXiv preprint arXiv:2001.11578, 2020
12020
Stopping times of random walks on a hypercube
C Peixoto, D Marcondes
arXiv preprint arXiv:1709.02359, 2017
12017
Back to basics to open the black box
D Marcondes, A Simonis, J Barrera
Nature Machine Intelligence, 1-4, 2024
2024
Metastable Hidden Markov Processes: a theory for modeling financial markets
D Marcondes, A Simonis
arXiv preprint arXiv:2310.13081, 2023
2023
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