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math.PR2026
Coupling and Maximal Inequalities for Graph-Dependent Empirical Processes
Mengsi Gao, Demian Pouzo
We develop maximal inequalities for empirical processes indexed by graph-dependent observations. Our bounds separate the complexity of the indexing class from two features specific…
math.PR2026
Maximal Inequalities for Empirical Processes under General Mixing Conditions
Demian Pouzo
This paper provides a bound for the supremum of sample averages over a class of functions for a general class of mixing stochastic processes with arbitrary mixing rates. Regardless…