• Suche: "First-order methods"

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1

Inexact subgradient methods for semialgebraic functions
Bolte, Jérôme ; Le, Tam ; Moulines, Éric ; et al.

Inexact subgradient Clarke subdifferential Nonsmooth nonconvex opti... Path differentiable func... First-order methods Semialgebraic functions …
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2

Lower complexity bounds for minimizing regularized functions
Doikov, Nikita
Optimization Letters. 19(9):1759-1778

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3

On penalty-based bilevel gradient descent method
Shen, Han ; Xiao, Quan ; Chen, Tianyi
Mathematical Programming: A Publication of the Mathematical Optimization Society. 214(1-2):539-589

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4

A systematic approach to Lyapunov analyses of continuous-time models in convex optimization
Moucer, Céline ; Taylor, Adrien ; Bach, Francis ; et al.
SIAM Journal on Optimization. 33(3):1558-1586

Convex optimization Continuous-time models First-order methods Worst-case analysis Performance estimation Stochastic differential... …
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5

Frank-Wolfe Algorithms: Sparsity Guarantees and an Application to Robust Optimization
Besançon, Mathieu ; Laboratoire d'Informatique de Grenoble (LIG) ; Institut National de Recherche en Informatique et en Automatique (Inria)-Centre National de la Recherche Scientifique (CNRS)-Université Grenoble Alpes (UGA)-Institut polytechnique de Grenoble - Grenoble Institute of Technology (Grenoble INP) ; et al.
ROADEF 2025 - 26ème Congrès annuel de la Société française de recherche opérationnelle et d'aide à la décision. :1-1

Champs-Sur-Marne, France nonlinear optimization first-order methods [MATH.MATH-OC]Mathematic... Optimization and Control...
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7

prunAdag: an adaptive pruning-aware gradient method
Porcelli, Margherita ; Seraghiti, Giovanni ; Toint, Philippe L.
Computational Optimization and Applications: An International Journal. :1-35

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8

A first order method for linear programming parameterized by circuit imbalance
Cole, Richard ; Hertrich, Christoph ; Tao, Yixin ; et al.
Mathematical Programming: A Publication of the Mathematical Optimization Society. :1-39

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9

Local Geometry of Nonconvex Spike Deconvolution from Low-Pass Measurements
Ferreira Da Costa, Maxime ; Chi, Yuejie ; Laboratoire des signaux et systèmes (L2S) ; et al.
IEEE Journal on Selected Areas in Information Theory. 4:1-15

Super-Resolution Deconvolution First Order Methods Optimization [MATH.MATH-NA]Mathematic... Numerical Analysis [math... …
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10

Verification of first-order methods for parametric quadratic optimization
Ranjan, Vinit ; Stellato, Bartolomeo
Mathematical Programming: A Publication of the Mathematical Optimization Society. :1-57

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11

Efficient Parameter-Free Restarted Accelerated Gradient Methods for Convex and Strongly Convex Optimization
Sujanani, Arnesh ; Monteiro, Renato D. C.
Journal of Optimization Theory and Applications. 206(2)

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12

Geometry-dependent matching pursuit: a transition phase for convergence on linear regression and LASSO
Moucer, Céline ; Taylor, Adrien, B ; Bach, Francis ; et al.

Optimization First-order methods Matching pursuit Linear regression LASSO 90C25, 68Y25, 60B20 …
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13

Efficient Convex Optimization Requires Superlinear Memory: Efficient convex optimization requires superlinear memory
Annie Marsden ; Vatsal Sharan ; Aaron Sidford ; et al.
Journal of the ACM. 71:1-37

first-order methods FOS: Computer and inform... Convex programming Computer Science - Machi... convex optimization Analysis of algorithms a... …
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14

Convergence of a Piggyback-style method for the differentiation of solutions of standard saddle-point problems
Bogensperger, Lea ; Chambolle, Antonin ; Pock, Thomas ; et al.
SIAM Journal on Mathematics of Data Science. 4(3):1003-1030

First-order methods saddle-point problems differentiation adjoint methods piggyback algorithm learning …
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15

Restarts Subject to Approximate Sharpness: A Parameter-Free and Optimal Scheme For First-Order Methods
Adcock, Ben ; Colbrook, Matthew J. ; Neyra-Nesterenko, Maksym
Foundations of Computational Mathematics: The Journal of the Society for the Foundations of Computational Mathematics. :1-56

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16

PEPit: computer-assisted worst-case analyses of first-order optimization methods in Python
Goujaud, Baptiste ; Moucer, Céline ; Glineur, François ; et al.
Mathematical Programming Computation, Vol. 16, no.3, p. 337-367 (2024)

Optimization FOS: Computer and inform... Computer Science - Machi... 0209 industrial biotechn... Semidefinite programming... 0211 other engineering a... …
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17

Conservative parametric optimality and the ridge method for tame min-max problems
Pauwels, Edouard ; Argumentation, Décision, Raisonnement, Incertitude et Apprentissage (IRIT-ADRIA) ; Institut de recherche en informatique de Toulouse (IRIT) ; et al.
Set-Valued and Variational Analysis. 31(19)

First order methods Clarke subdifferential o-minimal structures definable sets conservative fields parametric optimality …
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18

Tight analyses for subgradient descent I: Lower bounds
Harvey, Nicholas J. A. ; Liaw, Chris ; Randhawa, Sikander
Open Journal of Mathematical Optimization, Vol 5, Iss, Pp 1-17 (2024)

Gradient descent First-order methods QA1-939 Lower bounds Mathematics
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19

First-Order Penalty Methods for Bilevel Optimization: First-order penalty methods for bilevel optimization
Zhaosong Lu ; Sanyou Mei
SIAM Journal on Optimization. 34:1937-1969

bilevel optimization first-order methods FOS: Computer and inform... Computer Science - Machi... 0211 other engineering a... operation complexity …
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20

Optimal Algorithms for Stochastic Complementary Composite Minimization
D’aspremont, Alexandre ; Guzmán, Cristóbal ; Lezane, Clément ; et al.
SIAM Journal on Optimization. 34:163-189

FOS: Computer and inform... Computer Science - Machi... accelerated first-order... Non-Euclidean composite... 0211 other engineering a... [MATH] Mathematics [math... …
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