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A frequency-domain analysis of inexact gradient methods (Q2149575)

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English	A frequency-domain analysis of inexact gradient methods	scientific article

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scholarly article

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A frequency-domain analysis of inexact gradient methods (English)

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Mathematical Programming. Series A. Series B

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publication date

29 June 2022

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full work available at URL

https://arxiv.org/abs/1912.13494

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describes a project that uses

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MaRDI profile type

MaRDI publication profile

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A Less Conservative LMI Condition for Stability of Discrete-Time Systems With Slope-Restricted Nonlinearities

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Phase Retrieval via Wirtinger Flow: Theory and Algorithms

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Smooth Optimization with Approximate Gradient

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First-order methods of smooth convex optimization with inexact oracle

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Worst-Case Convergence Analysis of Inexact Gradient and Newton Methods Through Semidefinite Programming Performance Estimation

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On the worst-case complexity of the gradient method with exact line search for smooth strongly convex functions

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Efficient first-order methods for convex minimization: a constructive approach

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Performance of first-order methods for smooth convex minimization: a novel approach

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Analysis of Optimization Algorithms via Integral Quadratic Constraints: Nonstrongly Convex Problems

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Hybrid Deterministic-Stochastic Methods for Data Fitting

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Resolvent estimates for spacetimes bounded by Killing horizons

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Proximal gradient flow and Douglas-Rachford splitting dynamics: global exponential stability via integral quadratic constraints

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Exponential Decay Rate Conditions for Uncertain Linear Systems Using Integral Quadratic Constraints

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Analysis of biased stochastic gradient descent using sequential semidefinite programs

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Optimized first-order methods for smooth convex minimization

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On the convergence analysis of the optimized gradient method

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Analysis and Design of Optimization Algorithms via Integral Quadratic Constraints

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System analysis via integral quadratic constraints

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Robust and structure exploiting optimisation algorithms: an integral quadratic constraint approach

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Lectures on convex optimization

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On the Kalman-Yakubovich-Popov lemma

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Operator Splitting Performance Estimation: Tight Contraction Factors and Optimal Parameter Selection

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Guaranteed Matrix Completion via Non-Convex Factorization

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Exact Worst-Case Performance of First-Order Methods for Composite Convex Optimization

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Smooth strongly convex interpolation and exact worst-case performance of first-order methods

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Exact worst-case convergence rates of the proximal gradient method for composite convex minimization

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Dissipative dynamical systems. I: General theory

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Dissipative dynamical systems. II: Linear systems with quadratic supply rates

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Analytical convergence regions of accelerated gradient descent in nonconvex optimization under regularity condition

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Identifiers

zbMATH Open document ID

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10.1007/s10107-021-01665-8

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Mathematics Subject Classification ID

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zbMATH DE Number

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Mathematics(1 entry)

mardi Publication:2149575

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