Convergence Rates of Stochastic Gradient Descent under Infinite Noise Variance

Hongjian Wang, Mert Gürbüzbalaban, Lingjiong Zhu, Umut Simsekli, Murat A. Erdogdu. Convergence Rates of Stochastic Gradient Descent under Infinite Noise Variance. In Marc'Aurelio Ranzato, Alina Beygelzimer, Yann N. Dauphin, Percy Liang, Jennifer Wortman Vaughan, editors, Advances in Neural Information Processing Systems 34: Annual Conference on Neural Information Processing Systems 2021, NeurIPS 2021, December 6-14, 2021, virtual. pages 18866-18877, 2021. [doi]

Authors

Hongjian Wang

This author has not been identified. Look up 'Hongjian Wang' in Google

Mert Gürbüzbalaban

This author has not been identified. Look up 'Mert Gürbüzbalaban' in Google

Lingjiong Zhu

This author has not been identified. Look up 'Lingjiong Zhu' in Google

Umut Simsekli

This author has not been identified. Look up 'Umut Simsekli' in Google

Murat A. Erdogdu

This author has not been identified. Look up 'Murat A. Erdogdu' in Google