Poster "high-dimensional regression" Papers

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Epistemic Uncertainty Estimation in Regression Ensemble Models with Pairwise Epistemic Estimators

Lucas Berry, David Meger

NeurIPS 2025poster

High-dimensional Analysis of Knowledge Distillation: Weak-to-Strong Generalization and Scaling Laws

Muhammed Ildiz, Halil Gozeten, Ege Taga et al.

ICLR 2025posterarXiv:2410.18837
13
citations

Inferring Change Points in High-Dimensional Linear Regression via Approximate Message Passing

Gabriel Arpino, Xiaoqi Liu, Ramji Venkataramanan

ICML 2024posterarXiv:2404.07864

Minimum-Norm Interpolation Under Covariate Shift

Neil Mallinar, Austin Zane, Spencer Frei et al.

ICML 2024posterarXiv:2404.00522
12
citations

Regression Learning with Limited Observations of Multivariate Outcomes and Features

Yifan Sun, Grace Yi

ICML 2024poster