Optimizing Ensemble Weights and Hyperparameters of Machine Learning Models for Regression Problems

14 August 2019

Papers citing "Optimizing Ensemble Weights and Hyperparameters of Machine Learning Models for Regression Problems"

5 / 5 papers shown

Title
Regularized boosting with an increasing coefficient magnitude stop criterion as meta-learner in hyperparameter optimization stacking ensemble Laura Fdez-Díaz J. R. Quevedo E. Montañés 29 3 0 02 Feb 2024
Practical Knowledge Distillation: Using DNNs to Beat DNNs Chungman Lee Pavlos Anastasios Apostolopulos Igor L. Markov FedML 24 1 0 23 Feb 2023
Data-Centric Epidemic Forecasting: A Survey Alexander Rodríguez Harshavardhan Kamarthi Pulak Agarwal Javen Ho Mira Patel Suchet Sapre B. Prakash OOD 31 18 0 19 Jul 2022
An ensemble-based approach by fine-tuning the deep transfer learning models to classify pneumonia from chest X-ray images Sagar Kora Venu LM&MA 16 20 0 11 Nov 2020
Forecasting Corn Yield with Machine Learning Ensembles Mohsen Shahhosseini Guiping Hu S. Archontoulis 29 167 0 18 Jan 2020