Gradient Based Clustering
Published in Proceedings of the 39th International Conference on Machine Learning, PMLR, 2022
Recommended citation: Armacki, A., Bajović, D., Jakovetić, D., & Kar, S. (2022). Gradient Based Clustering. In proceedings of the 39th International Conference on Machine Learning, PMLR, 162:929-947. https://proceedings.mlr.press/v162/armacki22a.html
Abstract: We propose a general approach for distance based clustering, using the gradient descent approach to update the centers, with provable convergence guarantees and extensive numerical results.