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  • Search: subject:"first-order methods"
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Year of publication
Subject
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Mathematical programming 11 Mathematische Optimierung 11 Theorie 10 Theory 10 first-order methods 8 First-order methods 7 Algorithm 4 Algorithmus 4 Accelerated methods 2 Convex optimization 2 Dual Averaging methods 2 Estimation theory 2 First order methods 2 Hedge algorithm 2 Nichtlineare Optimierung 2 Non-convex minimization 2 Nonlinear programming 2 Schätztheorie 2 Stochastic gradient 2 complexity bounds 2 smooth convex optimization 2 Acceleration 1 Artificial intelligence 1 Automatic differentiation 1 Backpropagation algorithm 1 Bias 1 Bregman distance 1 Clarke subdifferential 1 Conditional gradient 1 Conjugate 1 Coordination 1 Deep Learning 1 Definable sets 1 Discrete choice 1 Diskrete Entscheidung 1 Estimation 1 Fixed point methods 1 Halpern-iteration 1 K-convexity 1 Koordination 1
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Online availability
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Undetermined 13 Free 6
Type of publication
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Article 15 Book / Working Paper 4
Type of publication (narrower categories)
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Article in journal 11 Aufsatz in Zeitschrift 11 Arbeitspapier 2 Graue Literatur 2 Non-commercial literature 2 Working Paper 2 Article 1
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Language
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English 15 Undetermined 4
Author
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Ho-Nguyen, Nam 3 Baes, Michel 2 Bolte, Jérôme 2 Bürgisser, Michael 2 DEVOLDER, Olivier 2 Gasnikov, Alexander 2 Kılınç-Karzan, Fatma 2 Peña, Javier 2 Bauschke, Heinz H. 1 Besançon, Mathieu 1 Beznosikov, Aleksandr 1 Bomze, Immanuel M. 1 Carderera, Alejandro 1 Chen, Xi 1 GLINEUR, François 1 Garber, Dan 1 Glineur, François 1 Guminov, Sergey 1 Gutman, David Huckleberry 1 Hendrickx, Julien M. 1 Kaplan, Atara 1 Kong, Weiwei 1 Kuruzov, Ilya 1 Lieder, Felix 1 Lin, Qihang 1 Matyukhin, Vladislav 1 Melo, Jefferson G. 1 Monteiro, Renato D. C. 1 NESTEROV, Yurii 1 Pauwels, Edouard 1 Pirau, Vitali 1 Pokutta, Sebastian 1 Rinaldi, Francesco 1 Takáč, Martin 1 Taylor, Adrien B. 1 Teboulle, Marc 1 Zeffiro, Damiano 1
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Institution
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Center for Operations Research and Econometrics (CORE), École des Sciences Économiques de Louvain 2
Published in...
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Mathematics of operations research 4 CORE Discussion Papers 2 Computational management science 2 Operations research 2 4OR : quarterly journal of the Belgian, French and Italian Operations Research Societies 1 CORE discussion papers : DP 1 Computational Optimization and Applications 1 Computational Statistics 1 INFORMS journal on computing : JOC ; charting new directions in operations research and computer science ; a journal of the Institute for Operations Research and the Management Sciences 1 Mathematical Methods of Operations Research 1 Operations research letters 1 Optimization Letters 1 Working papers / TSE : WP 1
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Source
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ECONIS (ZBW) 13 RePEc 5 EconStor 1
Showing 1 - 10 of 19
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Frank-Wolfe and friends : a journey into projection-free first-order optimization methods
Bomze, Immanuel M.; Rinaldi, Francesco; Zeffiro, Damiano - In: 4OR : quarterly journal of the Belgian, French and … 19 (2021) 3, pp. 313-345
Persistent link: https://www.econbiz.de/10012650681
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Accelerated methods for weakly-quasi-convex optimization problems
Guminov, Sergey; Gasnikov, Alexander; Kuruzov, Ilya - In: Computational management science 20 (2023) 1, pp. 1-19
Persistent link: https://www.econbiz.de/10014393397
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Coordinate descent without coordinates : tangent subspace descent on riemannian manifolds
Gutman, David Huckleberry; Ho-Nguyen, Nam - In: Mathematics of operations research 48 (2023) 1, pp. 127-159
Persistent link: https://www.econbiz.de/10014312537
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Iteration complexity of a proximal augmented lagrangian method for solving nonconvex composite optimization problems with nonlinear convex constraints
Kong, Weiwei; Melo, Jefferson G.; Monteiro, Renato D. C. - In: Mathematics of operations research 48 (2023) 2, pp. 1066-1094
Persistent link: https://www.econbiz.de/10014314979
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Preconditioning meets biased compression for efficient distributed optimization
Pirau, Vitali; Beznosikov, Aleksandr; Takáč, Martin; … - In: Computational management science 21 (2023) 1, pp. 1-22
Persistent link: https://www.econbiz.de/10014636773
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FrankWolfe.jl: a high-performance and flexible toolbox for Frank-Wolfe algorithms and conditional gradients
Besançon, Mathieu; Carderera, Alejandro; Pokutta, Sebastian - In: INFORMS journal on computing : JOC ; charting new … 34 (2022) 5, pp. 2611-2620
Persistent link: https://www.econbiz.de/10014325532
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Technical note : dynamic data-driven estimation of nonparametric choice models
Ho-Nguyen, Nam; Kılınç-Karzan, Fatma - In: Operations research 69 (2021) 4, pp. 1228-1239
Persistent link: https://www.econbiz.de/10012625183
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Exact worst-case performance of first-order methods for composite convex optimization
Taylor, Adrien B.; Hendrickx, Julien M.; Glineur, François - 2016
Persistent link: https://www.econbiz.de/10011894461
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On the efficient implementation of the matrix exponentiated gradient algorithm for low-rank matrix optimization
Garber, Dan; Kaplan, Atara - In: Mathematics of operations research 48 (2023) 4, pp. 2094-2128
Persistent link: https://www.econbiz.de/10014437817
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On the convergence rate of the Halpern-iteration
Lieder, Felix - In: Optimization Letters 15 (2020) 2, pp. 405-418
In this work, we give a tight estimate of the rate of convergence for the Halpern-iteration for approximating a fixed point of a nonexpansive mapping in a Hilbert space. Specifically, using semidefinite programming and duality we prove that the norm of the residuals is upper bounded by the...
Persistent link: https://www.econbiz.de/10014504510
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