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Author

Adrien Taylor

Observed names: Adrien B. Taylor, Taylor, Adrien, Taylor, Adrien B.
Institutions: Institut polytechnique de Grenoble, Centre National de la Recherche Scientifique, Institut national de recherche en sciences et technologies du numérique, Université Paris Sciences et Lettres, École Normale Supérieure - PSL, Département d'Informatique, SIERRA: Apprentissage Statistique et optimisation, Université Grenoble Alpes
Observed institutions: Institut polytechnique de Grenoble, Centre National de la Recherche Scientifique, Institut national de recherche en sciences et technologies du numérique, École Polytechnique, École nationale des ponts et chaussées, Université Paris Sciences et Lettres, École Normale Supérieure - PSL, Centre de Mathématiques Appliquées de l'École polytechnique, Institut Polytechnique de Paris, Département d'Informatique, Centre Inria de Paris, SIERRA: Apprentissage Statistique et optimisation, Université Grenoble Alpes, UCLouvain
ORCID: 0000-0003-2509-1765
Observed ORCIDs: 0000-0003-2509-1765, 0009-0008-7305-6474
OpenAlex ID: A5016176008
Smooth strongly convex interpolation and exact worst-case performance of first-order methods
2016 · Adrien B. Taylor, Julien M. Hendrickx, et al. · Mathematical Programming · 204
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Exact Worst-Case Performance of First-Order Methods for Composite Convex Optimization
2017 · Adrien B. Taylor, Julien M. Hendrickx, et al. · SIAM Journal on Optimization · 130
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Acceleration Methods
2021 · Alexandre d’Aspremont, Damien Scieur, et al. · Foundations and Trends® in Optimization · 84
Optimal complexity and certification of Bregman first-order methods
2021 · Radu-Alexandru Dragomir, Adrien B. Taylor, et al. · Mathematical Programming · 81
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Exact Worst-Case Convergence Rates of the Proximal Gradient Method for Composite Convex Minimization
2018 · Adrien B. Taylor, Julien M. Hendrickx, et al. · Journal of Optimization Theory and Applications · 80
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PROX-QP: Yet another Quadratic Programming Solver for Robotics and beyond
2022 · Antoine Bambade, Sarah El-Kazdadi, et al. · Robotics: Science and Systems · 76
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Operator Splitting Performance Estimation: Tight Contraction Factors and Optimal Parameter Selection
2020 · Ernest K. Ryu, Adrien B. Taylor, et al. · SIAM Journal on Optimization · 75
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On the worst-case complexity of the gradient method with exact line search for smooth strongly convex functions
2016 · Etienne de Klerk, François Glineur, et al. · Optimization Letters · 67
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An optimal gradient method for smooth strongly convex minimization
2022 · Adrien Taylor, Yoel Drori · Mathematical Programming · 56
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PEPit: computer-assisted worst-case analyses of first-order optimization methods in Python
2024 · Baptiste Goujaud, Céline Moucer, et al. · Mathematical Programming Computation · 46
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Performance estimation toolbox (PESTO): Automated worst-case analysis of first-order optimization methods
2017 · Adrien B. Taylor, Julien M. Hendrickx, et al. · IEEE Conference on Decision and Control (CDC) · 45
Efficient first-order methods for convex minimization: a constructive approach
2019 · Yoel Drori, Adrien B. Taylor · Mathematical Programming · 44
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Worst-Case Convergence Analysis of Inexact Gradient and Newton Methods Through Semidefinite Programming Performance Estimation
2020 · Etienne De Klerk, François Glineur, et al. · SIAM Journal on Optimization · 39
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Provable non-accelerations of the heavy-ball method
2025 · Baptiste Goujaud, Adrien Taylor, et al. · Mathematical Programming · 35
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The Surprising Agreement Between Convex Optimization Theory and Learning-Rate Scheduling for Large Model Training
2025 · Schaipp, Fabian, Hägele, Alexander, et al. · arXiv (Cornell University) · 34
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Acceleration Methods
2021 · d'Aspremont, Alexandre, Scieur, Damien, et al. · arXiv (Cornell University) · 33
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Stochastic first-order methods: non-asymptotic and computer-aided analyses via potential functions
2019 · Taylor, Adrien, Bach, Francis · arXiv (Cornell University) · 33
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On the oracle complexity of smooth strongly convex minimization
2021 · Yoel Drori, Adrien Taylor · Journal of Complexity · 31
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Principled analyses and design of first-order methods with inexact proximal operators
2022 · Mathieu Barré, Adrien B. Taylor, et al. · Mathematical Programming · 30
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Acceleration Methods
2021 · Alexandre d’Aspremont, Damien Scieur, et al. · 29
Lyapunov Functions for First-Order Methods: Tight Automated Convergence Guarantees
2018 · Taylor, Adrien, Van Scoy, Bryan, et al. · arXiv (Cornell University) · 28
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ProxQP: an Efficient and Versatile Quadratic Programming Solver for Real-Time Robotics Applications and Beyond
2025 · Antoine Bambade, Fabian Schramm, et al. · IEEE Transactions on Robotics · 24
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A Systematic Approach to Lyapunov Analyses of Continuous-Time Models in Convex Optimization
2023 · Céline Moucer, Adrien Taylor, et al. · SIAM Journal on Optimization · 23
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Convex interpolation and performance estimation of first-order methods for convex optimization
2017 · Adrien Taylor · Digital Access to Libraries (Université catholique de Louvain (UCL), l'Université de Namur (UNamur) and the Université Saint-Louis (USL-B)) · 23
Automated tight Lyapunov analysis for first-order methods
2024 · Manu Upadhyaya, Sebastian Banert, et al. · Mathematical Programming · 19
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Works count: 67
Citation count: 1,546
H-index: 23
I10-index: 28
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