Math 2.0

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Information-Theoretic Analysis of Next-Token Prediction under Markovian Data MH54AS0Y61

URIm2://res/MH54AS0Y61
Kindpreprint
CreatorsMasoud Kavian, Abdellatif Zaidi, Milad Sefidgaran
Date2026-09-28
Subjectsarxiv stat.ML, arxiv cs.IT, arxiv cs.LG, arxiv math.IT
Scopeborder

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e1: version, preprint

Date2026-09-28
IdsarXiv 2609.34731

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

ItemKindWhereSource
Mixing timedefinitiondefinition 1arxiv
714FCPM2X6statementcorollary 1arxiv
8QYXTM33N2statementtheorem 4arxiv
EMWWPRWS12statementlemma 4arxiv
F7DP6B40SSstatementlemma 3arxiv
HMZSBE52Z2statementtheorem 1arxiv
J730MBRANMstatementtheorem 3arxiv
RWPJ90G5YZdefinitiondefinition 3arxiv
McDiarmid-type inequality for dependent random variablesstatementlemma 2arxiv
McDiarmid's inequality for Markov chainsstatementcorollary 2arxiv
XYWH76DJSAstatementtheorem 2arxiv
Marton couplingdefinitiondefinition 2arxiv

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