Personal profile
Expertise related to UN Sustainable Development Goals
In 2015, UN member states agreed to 17 global Sustainable Development Goals (SDGs) to end poverty, protect the planet and ensure prosperity for all. This person’s work contributes towards the following SDG(s):
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SDG 3 Good Health and Well-being
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Collaborations and top research areas from the last five years
Projects
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Métodos 'warm-start' para Representaciones 'Sparse' Convolucionales
Rodriguez Valderrama, P. A. (PI) & Silva Obregon, G. M. (CoI)
Project: Research
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Algoritmo Progresivo Computacionalmente Eficiente para Representaciones "sparse" convolucionales en 3D
Rodriguez Valderrama, P. A. (PI), Juan Luis, J. L. (CoI) & Silva Obregon, G. M. (CoI)
Project: Research
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Exploiting the Stochastic Gradient Descent Algorithm for Spatially Varying Deconvolution
Rodriguez, P., 2025, 2025 25th Symposium of Image, Signal Processing, and Artificial Vision, STSIVA 2025. Institute of Electrical and Electronics Engineers Inc., (2025 25th Symposium of Image, Signal Processing, and Artificial Vision, STSIVA 2025).Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review
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Evolution and Recent trends for the SGD algorithm: key takeaways from an Educational Short Course
Rodriguez, P., 2024, 32nd European Signal Processing Conference, EUSIPCO 2024 - Proceedings. European Signal Processing Conference, EUSIPCO, p. 1761-1765 5 p. (European Signal Processing Conference).Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review
1 Scopus citations -
Fine-tuning adaptive stochastic optimizers: determining the optimal hyperparameter ϵ via gradient magnitude histogram analysis
Silva, G. & Rodriguez, P., Dec 2024, In: Neural Computing and Applications. 36, 35, p. 22223-22243 21 p.Research output: Contribution to journal › Article › peer-review
2 Scopus citations -
Ideal Step Size Estimation for the Multinomial Logistic Regression
Ramirez, G. & Rodriguez, P., 2024, LASCAS 2024 - 15th IEEE Latin American Symposium on Circuits and Systems, Proceedings. Institute of Electrical and Electronics Engineers Inc., (LASCAS 2024 - 15th IEEE Latin American Symposium on Circuits and Systems, Proceedings).Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review
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Assessment of a Two-step Integration Method as an Optimizer for Deep Learning
Rodriguez, P., 2023, 31st European Signal Processing Conference, EUSIPCO 2023 - Proceedings. European Signal Processing Conference, EUSIPCO, p. 1245-1249 5 p. (European Signal Processing Conference).Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review
2 Scopus citations