Jason M. Klusowski

activity

20162026

most citedApproximation and Estimation for High-Dimensional Deep Learning Networks

41 citations · 143 across the 39 of their papers we have counts for

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2 papers · 1 filter

stat.ME2026

Statistical attribute alignment for black-box generative AI via output post-processing

Kevin Jiang, Morgane Austern, Edgar Dobriban +1

Generative AI systems are increasingly used, but aligning their outputs with user requirements poses a continuing challenge. Here, we aim to ensure that the distribution of an attr…

stat.ME2025

Sharp Trade-Offs in High-Dimensional Inference via 2-Level SLOPE

Zhiqi Bu, Jason M. Klusowski, Cynthia Rush +1

Among techniques for high-dimensional linear regression, Sorted L-One Penalized Estimation (SLOPE) generalizes the LASSO via an adaptive $l_{1}$ regularization that applies heavier p…