147 citations · 460 across the 31 of their papers we have counts for
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stat.ME2026
Covariate-localized False Discovery Rates
Jonathan Lin, Surya Tokdar
We introduce a flexible model for covariate-dependent multiple testing which can be encoded using a nonparametric Gaussian mixture model. Weight-localized predictive recursion (PRx…
stat.ME2026
Fast Semiparametric Density Regression with Weight-localized Predictive Recursion
Jonathan Lin, Surya Tokdar
Predictive recursion (PR) is a fast algorithm for nonparametric estimation of a mixing density, with connections to sequential Bayesian updating under a Dirichlet process prior and…
stat.CO2026
Adaptive Generalized Elliptical Slice Sampling
Nicholas Marco, Surya T. Tokdar
A central challenge in gradient-free MCMC is designing algorithms that simultaneously bypass manual tuning, scale efficiently with dimension, and adapt to local target geometry. Wh…