Math 2.0

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Asking the Crowd the Right Question: Bias-Cancelling Weights for Federated Learning BYP65TRGDT

URIm2://res/BYP65TRGDT
Kindpreprint
CreatorsIlya Kuruzov, Dmitrii Vishovan, Kirill Novoselov, Yuriy Dorn, Darina Dvinskikh, Alexander Gasnikov
Date2026-10-03
MSC49-XX, 90-XX, 93-XX
Subjectsarxiv math.OC, arxiv cs.LG
Scopein

Expressions

e1: version, preprint

Languageen
Date2026-10-03
IdsarXiv 2610.04671

Items in this resource

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

ItemKindWhereSource
Second-moment identifiabilitystatementtheorem 5.1arxiv
Harmonic superadditivitystatementlemma 3.5arxiv
The loop closedstatementtheorem 5.17arxiv
5VC3EECE0Gstatementlemma 5.6arxiv
Estimation errorstatementlemma 5.7arxiv
Anytime \CROWDstatementtheorem 5.12arxiv
Per-instance sharpness against the minimax floorstatementcorollary 5.16arxiv
Constant-step projected SGDstatementlemma 5.10arxiv
Constrained bias transferstatementlemma 3.3arxiv
Rigiditystatementproposition 3.1arxiv
End-to-end excess risk, linear crowdstatementtheorem 5.11arxiv
Bias transferstatementlemma 3.2arxiv
Realised inversion errorstatementlemma 5.4arxiv
Incoherence of a Gaussian crowdstatementlemma 5.5arxiv
Non-linear crowdstatementtheorem 5.19arxiv
The oracle weights exhaust the disagreementstatementproposition 5.14arxiv
Diagonal proxystatementlemma 5.3arxiv
Assumption-free operating guaranteestatementproposition 5.21arxiv
Two impossibilitiesstatementproposition 4.1arxiv
Cross products of martingale sums over disjoint roundsstatementlemma D.1arxiv
Bayesian minimax lower boundstatementtheorem 5.15arxiv
Identifiability under uniform participationstatementproposition 5.26arxiv
Weight stabilitystatementlemma 5.9arxiv
Correlation destroys identifiabilitystatementproposition 5.2arxiv
Unconditional matching in the diffuse-prior limitstatementcorollary 5.18arxiv
Exact bias identity, oracle weights, and the gainstatementproposition 3.4arxiv
Residual representation; maximal invariantstatementlemma 4.2arxiv
Y43C89BX5Qstatementproposition 5.23arxiv
Selection on the tilts moves the targetstatementproposition 5.27arxiv

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