Welcome to Rice 3DML Project!
3DML aims to develop a community platform for facilitating the development of ML based innovations for next-generation wireless networks and mobile applications. Considering the ML research workflow's three major D's (Data, Design and Deployed Validation in the figure below), 3DML integrates three key thrusts: 3DML-Data, 3DML-Client, 3DML-Infrastructure.
Data: Collection of labeled wireless datasets for ML methods to learn the relevant statistical structure for the problem objective.
Design: Development of ML models that optimize the problem objective.
Deployed Validation: Evaluation of the model performance in real deployment scenarios.