3 papers
stat.ME2024
Sparsity, Regularization and Causality in Agricultural Yield: The Case of Paddy Rice in Peru
Rita Rocio Guzman-Lopez, Luis Huamanchumo, Kevin Fernandez +3
This study introduces a novel approach that integrates agricultural census data with remotely sensed time series to develop precise predictive models for paddy rice yield across va…
cs.LG2024
A simple algorithm for output range analysis for deep neural networks
Helder Rojas, Nilton Rojas, Espinoza J. B. +1
This paper presents a novel approach for the output range estimation problem in Deep Neural Networks (DNNs) by integrating a Simulated Annealing (SA) algorithm tailored to operate…
math.PR2023
Anti-Itô noise-induced phase transitions in tumor growth with chemotherapy
Helder Rojas, Luis Huamanchumo
The objective of this work is to apply the Hänggi-Klimontovich stochastic differential equations to model and study the effects of anti-tumor chemotherapy in the case of continuous…