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Disambiguation of "Bach, Francis R."

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Adaptivity of averaged stochastic gradient descent to local strong convexity for logistic regression.

. J. Mach. Learn. Res., 15 (1): 595-627 (2014)

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Francis Adigbli

Francis Kunnumpuram

Francis Sousa

Francis Obeng

Francis Mutajuka

 

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On the Path to an Ideal ROC Curve: Considering Cost Asymmetry in Learning Classifiers., , and . AISTATS, Society for Artificial Intelligence and Statistics, (2005)Tracking the gradients using the Hessian: A new look at variance reducing stochastic methods., , and . AISTATS, volume 84 of Proceedings of Machine Learning Research, page 707-715. PMLR, (2018)Fast and Faster Convergence of SGD for Over-Parameterized Models and an Accelerated Perceptron., , and . AISTATS, volume 89 of Proceedings of Machine Learning Research, page 1195-1204. PMLR, (2019)Efficient Primal-Dual Algorithms for Large-Scale Multiclass Classification., , and . CoRR, (2019)Music Source Separation in the Waveform Domain., , , and . CoRR, (2019)Implicit Regularization of Discrete Gradient Dynamics in Deep Linear Neural Networks., , and . CoRR, (2019)Explicit Regularization of Stochastic Gradient Methods through Duality., and . CoRR, (2020)Demucs: Deep Extractor for Music Sources with extra unlabeled data remixed., , , and . CoRR, (2019)Accelerated Decentralized Optimization with Local Updates for Smooth and Strongly Convex Objectives., , and . CoRR, (2018)Path following algorithm for the graph matching problem, , and . CoRR, (2008)