Math 2.0

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ABrA-GD: Adaptive Bregman Accelerated Gradient Descent for Relatively Smooth and (Strongly-)Convex Optimization 1SQH3PTYMD

URIm2://res/1SQH3PTYMD
Kindpreprint
CreatorsDamien Scieur
Date2026-09-30
MSC49-XX, 90-XX, 93-XX, 65-XX
Subjectsarxiv math.OC, arxiv cs.NA, arxiv math.NA
Scopein

Expressions

e1: version, preprint

Languageen
Date2026-09-30
IdsarXiv 2609.38741

Items in this resource

The mentions of the inventory that name this resource. Each name links to the card of its inventory row.

ItemKindWhereSource
Local Dual Bregman Length Distortion Factor (\textbf{Dual BLDFdefinitiondefinition 1arxiv
Bregman divergence and local normsstatementproposition 2arxiv
Legendre functiondefinitiondefinition 4arxiv
Implicit recursive accelerated boundstatementlemma 6arxiv
Primal and dual local normsdefinitiondefinition 8arxiv
Bregman Divergencedefinitiondefinition 5arxiv
Generic accelerated boundstatementlemma 7arxiv
Convex specializationstatementlemma 8arxiv
9GSC551S77statementproposition 1arxiv
Fenchel--Legendre conjugatedefinitiondefinition 7arxiv
Iteration complexitystatementcorollary 1arxiv
EQHH09NNN5statementtheorem 1arxiv
Dual norm distortion factordefinitiondefinition 2arxiv
Local distortiondefinitiondefinition 3arxiv
FZ5WSBFHSXstatementproposition 3arxiv
Convex one-step bound under dual norm distortionstatementproposition 5arxiv
HJP6EAZJ8Hstatementtheorem 4arxiv
Accelerated rate under bounded distortionstatementtheorem 3arxiv
Strongly convex specializationstatementlemma 9arxiv
N7B3C3KRYYstatementproposition 4arxiv
Growth around the minimizerstatementlemma 2arxiv
Three-point property of Tsengstatementlemma 1arxiv
Strongly convex one-step bound under dual norm distortionstatementproposition 6arxiv
Dual-averaging one-step recursionstatementlemma 4arxiv
Dual lower-bound recursionstatementlemma 3arxiv
Separable casestatementcorollary 2arxiv
Relative smoothness and strong convexitydefinitiondefinition 6arxiv
A posteriori convergence of ABrA-GDstatementtheorem 2arxiv
BLDF under smoothness and strong convexitystatementlemma 5arxiv

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