Nicolas Loizou

On Stochastic Mirror Descent: Convergence Analysis and Adaptive Variants. Ryan D'Orazio, Nicolas Loizou, Issam H. Laradji, Ioannis Mitliagkas. At Transactions on Machine Learning Research (TMLR),  2023.

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Stochastic polyak step-size for sgd: An adaptive learning rate for fast convergence. Nicolas Loizou, Sharan Vaswani, Issam H. Laradji, Simon Lcoste-Julien. At International Conference on Artificial Intelligence and Statistics (AISTATS),  2021.

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