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Reducing the variance in online optimization by transporting past gradients.

, , , , и . NeurIPS, стр. 5392-5403. (2019)

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Johan Le Roux

Gaël Le Roux

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Jan Matthys Willem Le Roux

Pascale Roux

Vergleich psychologischer Usability-Evaluationsmethoden am Beispiel einer Bibliothekswebsite. Uni Duisburg-Essen, (2008)
 

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The Value Function Polytope in Reinforcement Learning., , , , и . ICML, том 97 из Proceedings of Machine Learning Research, стр. 1486-1495. PMLR, (2019)Rank reduction of a class of pfaffian systems in two variables., и . ISSAC, стр. 204-211. ACM, (2006)Large-Scale Real-Time Product Recommendation at Criteo., , и . RecSys, стр. 232. ACM, (2015)The Geometry of Sign Gradient Descent., , и . CoRR, (2020)Unraveling the Interconnected Axes of Heterogeneity in Machine Learning for Democratic and Inclusive Advancements., , , и . EAAMO, стр. 33:1-33:12. ACM, (2023)Convergence Rates of Inexact Proximal-Gradient Methods for Convex Optimization., , и . NIPS, стр. 1458-1466. (2011)On the interplay between noise and curvature and its effect on optimization and generalization., , , , , и . AISTATS, том 108 из Proceedings of Machine Learning Research, стр. 3503-3513. PMLR, (2020)Target-based Surrogates for Stochastic Optimization., , , , и . CoRR, (2023)Spectral Dimensionality Reduction., , , , , и . Feature Extraction, том 207 из Studies in Fuzziness and Soft Computing, Springer, (2006)A Stochastic Gradient Method with an Exponential Convergence Rate for Finite Training Sets., , и . NIPS, стр. 2672-2680. (2012)