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Found 4 papers, 3 papers with code
Revisiting Le Cam's Equation: Exact Minimax Rates over Convex Density Classes
We study the classical problem of deriving minimax rates for density estimation over convex density classes.
Adversarial Sign-Corrupted Isotonic Regression
We develop \texttt{ASCIFIT}, a three-step estimation procedure under the \texttt{ASCI} setting.
$\ell_{\infty}$-Bounds of the MLE in the BTL Model under General Comparison Graphs
In this paper, we derive novel, general upper bounds on the $\ell_{\infty}$ estimation error of the BTL MLE that depend explicitly on the algebraic connectivity of the comparison graph, the maximal performance gap across items and the sample complexity.
Nonparametric Estimation in the Dynamic Bradley-Terry Model
We propose a time-varying generalization of the Bradley-Terry model that allows for nonparametric modeling of dynamic global rankings of distinct teams.
