Code repository for: Nguyen, H., Nguyen, T., Nguyen, K., & Ho, N. (2023). Towards Convergence Rates for Parameter Estimation in Gaussian-gated Mixture of Experts. In Proceedings of The 27th International Conference on Artificial Intelligence and Statistics, AISTATS 2024, Acceptance rate 27.6% over 1980 submissions. https://arxiv.org/abs/2305.07572
This code has only been tested using Python 3.9.13. Beyond the Python Standard Library, the only required packages are NumPy, Scipy and Matplotlib.
To reproduce the paper's simulation results, run these shell scripts:
source execute.sh
source execute_plotting.sh