IEEE

A Review on Bayesian Methods for Uncertainty Quantification in Machine Learning Models Enhancing Predictive Accuracy and Model Interpretability

Abstract: This research study reviews the statistical fundamentals of machine learning with a focus on Bayesian methods to quantify the uncertainty in model predictions. Bayesian statistics provides a ...
IEEE

Simple-Soft-Output MLSE Based on Bayesian Updating and Performance of Turbo Product Codes in High-Baudrate PAM4 Optical Transmission

Abstract: We propose a simple-soft-output scheme including the trace-back reliability for MLSE and show its applicability to SD-FEC with low and high overheads through 200-GBd PAM4 transmission. We ...
GitHub

MATLAB MCP Core Server

Install MATLAB (MathWorks) 2020b or later and add it to the system PATH. matlab-root Full path specifying which MATLAB to start. Do not include /bin in the path. By default, the server tries to find ...
GitHub

Pull requests: sudyhardy/Source-code-ML-Regresi-Linier-Sederhana-dan-Na-ve-Bayes

Pull requests help you collaborate on code with other people. As pull requests are created, they’ll appear here in a searchable and filterable list. To get started, you should create a pull request.