19 citations · 26 across the 17 of their papers we have counts for
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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…
econ.TH2026
Learning and Equilibrium under Model Misspecification
Ignacio Esponda, Demian Pouzo
This chapter develops a unified framework for studying misspecified learning situations in which agents optimize and update beliefs within an incorrect model of their environment.…
econ.EM2026
Learning about Treatment Effects with Prior Studies: A Bayesian Model Averaging Approach
Frederico Finan, Demian Pouzo
We establish concentration rates for estimation of treatment effects in experiments that incorporate prior sources of information -- such as past pilots, related studies, or expert…