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RidgeSketch: A Fast Sketching Based Solver for Large Scale Ridge Regression

 Nidham Gazagnadou , Mark Ibrahim , Robert M Gower
SIAM Journal on Matrix Analysis and Applications, 2022, 43, pp.1440 - 1468. ⟨10.1137/21m1422963⟩
Article dans une revue hal-04182655v1

Optimal mini-batch and step sizes for SAGA

 Nidham Gazagnadou , Robert M. Gower , Joseph Salmon
2019
Pré-publication, Document de travail hal-02005431v1
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Towards closing the gap between the theory and practice of SVRG

 Othmane Sebbouh , Nidham Gazagnadou , Samy Jelassi , Francis Bach , Robert M Gower
Conference on Neural Information Processing Systems, Dec 2019, Vancouver, Canada
Communication dans un congrès hal-02365285v1
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Expected smoothness for stochastic variance-reduced methods and sketch-and-project methods for structured linear systems

 Nidham Gazagnadou
Optimization and Control [math.OC]. Institut Polytechnique de Paris, 2021. English. ⟨NNT : 2021IPPAT035⟩
Thèse tel-03590678v1
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