Search Results - "Foundations of computational mathematics" :: K.UTB vyhledávací portál

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On the Sample Complexity of the Linear Quadratic Regulator

by Dean, Sarah, Mania, Horia, Matni, Nikolai, Recht, Benjamin, Tu, Stephen
Published in Foundations of computational mathematics (01.08.2020)

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Random Gradient-Free Minimization of Convex Functions

by Nesterov, Yurii, Spokoiny, Vladimir
Published in Foundations of computational mathematics (01.04.2017)

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A Geometric Analysis of Phase Retrieval

by Sun, Ju, Qu, Qing, Wright, John
Published in Foundations of computational mathematics (01.10.2018)

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Mean Estimation and Regression Under Heavy-Tailed Distributions: A Survey

by Lugosi, Gábor, Mendelson, Shahar
Published in Foundations of computational mathematics (01.10.2019)

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Stochastic Subgradient Method Converges on Tame Functions

by Davis, Damek, Drusvyatskiy, Dmitriy, Kakade, Sham, Lee, Jason D.
Published in Foundations of computational mathematics (01.02.2020)

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A Theoretical and Empirical Comparison of Gradient Approximations in Derivative-Free Optimization

by Berahas, Albert S., Cao, Liyuan, Choromanski, Krzysztof, Scheinberg, Katya
Published in Foundations of computational mathematics (01.04.2022)

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Calculus of the Exponent of Kurdyka–Łojasiewicz Inequality and Its Applications to Linear Convergence of First-Order Methods

by Li, Guoyin, Pong, Ting Kei
Published in Foundations of computational mathematics (01.10.2018)

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Error Estimates for Spectral Convergence of the Graph Laplacian on Random Geometric Graphs Toward the Laplace–Beltrami Operator

by García Trillos, Nicolás, Gerlach, Moritz, Hein, Matthias, Slepčev, Dejan
Published in Foundations of computational mathematics (01.08.2020)

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Adaptive Restart for Accelerated Gradient Schemes

by O'Donoghue, Brendan, Candes, Emmanuel
Published in Foundations of computational mathematics (01.06.2015)

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Zeroth-Order Nonconvex Stochastic Optimization: Handling Constraints, High Dimensionality, and Saddle Points

by Balasubramanian, Krishnakumar, Ghadimi, Saeed
Published in Foundations of computational mathematics (01.02.2022)

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Low-Rank Matrix Recovery with Composite Optimization: Good Conditioning and Rapid Convergence

by Charisopoulos, Vasileios, Chen, Yudong, Davis, Damek, Díaz, Mateo, Ding, Lijun, Drusvyatskiy, Dmitriy
Published in Foundations of computational mathematics (01.12.2021)

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An Interpolating Distance Between Optimal Transport and Fisher–Rao Metrics

by Chizat, Lénaïc, Peyré, Gabriel, Schmitzer, Bernhard, Vialard, François-Xavier
Published in Foundations of computational mathematics (01.02.2018)

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The Convex Geometry of Linear Inverse Problems

by Chandrasekaran, Venkat, Recht, Benjamin, Parrilo, Pablo A., Willsky, Alan S.
Published in Foundations of computational mathematics (01.12.2012)

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Complexes from Complexes

by Arnold, Douglas N., Hu, Kaibo
Published in Foundations of computational mathematics (01.12.2021)

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On Tensor Completion via Nuclear Norm Minimization

by Yuan, Ming, Zhang, Cun-Hui
Published in Foundations of computational mathematics (01.08.2016)

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Topological Properties of the Set of Functions Generated by Neural Networks of Fixed Size

by Petersen, Philipp, Raslan, Mones, Voigtlaender, Felix
Published in Foundations of computational mathematics (01.04.2021)

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Primal Dual Methods for Wasserstein Gradient Flows

by Carrillo, José A., Craig, Katy, Wang, Li, Wei, Chaozhen
Published in Foundations of computational mathematics (01.04.2022)

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Implicit Regularization in Nonconvex Statistical Estimation: Gradient Descent Converges Linearly for Phase Retrieval, Matrix Completion, and Blind Deconvolution

by Ma, Cong, Wang, Kaizheng, Chi, Yuejie, Chen, Yuxin
Published in Foundations of computational mathematics (01.06.2020)

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Exact Support Recovery for Sparse Spikes Deconvolution

by Duval, Vincent, Peyré, Gabriel
Published in Foundations of computational mathematics (01.10.2015)

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Optimal Rates for Regularization of Statistical Inverse Learning Problems

by Blanchard, Gilles, Mücke, Nicole
Published in Foundations of computational mathematics (01.08.2018)

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