This project was implemented as a course project for EE-761 along with Swadha Sanghvi and Santanu Rathod. The details for the project can be found in presentation.pdf. The code for the experiments run can be found in the python notebooks.

References:

1. Hyperband: A Novel Bandit-Based Approach to Hyperparameter Optimization by Li et. al.

2. A simple dynamic bandit algorithm for hyper-parameter tuning

3. ChamNet: Towards Efficient Network Design through Platform-Aware Model Adaptation