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09/19/2022
Exponential Family Trend Filtering on Lattices
Trend filtering is a modern approach to nonparametric regression that is...
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08/28/2021
DeepFake Detection with Inconsistent Head Poses: Reproducibility and Analysis
Applications of deep learning to synthetic media generation allow the cr...
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04/21/2021
The Maximal Eigengap Estimator for Acoustic Vector-Sensor Processing
This paper introduces the maximal eigengap estimator for finding the dir...
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08/28/2020
Color and Edge-Aware Adversarial Image Perturbations
Adversarial perturbation of images, in which a source image is deliberat...
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04/30/2020
One-Step Estimation With Scaled Proximal Methods
We study statistical estimators computed using iterative optimization me...
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05/08/2018