Andrew D. McRae | DeepAI

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Featured Co-authors

Ashwin Pananjady
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Mark A. Davenport
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Jingyan Wang
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Santhosh Karnik
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Chiraag Kaushik
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∙ 09/08/2023

Perceptual adjustment queries and an inverted measurement paradigm for low-rank metric learning

We introduce a new type of query mechanism for collecting human feedback...

0 Austin Xu, et al. ∙

∙ 05/03/2023

New Equivalences Between Interpolation and SVMs: Kernels and Structured Features

The support vector machine (SVM) is a supervised learning algorithm that...

0 Chiraag Kaushik, et al. ∙

∙ 11/09/2021

Harmless interpolation in regression and classification with structured features

Overparametrized neural networks tend to perfectly fit noisy training da...

0 Andrew D. McRae, et al. ∙

∙ 11/08/2021

Optimal convex lifted sparse phase retrieval and PCA with an atomic matrix norm regularizer

We present novel analysis and algorithms for solving sparse phase retrie...

0 Andrew D. McRae, et al. ∙

∙ 07/11/2019

Low-rank matrix completion and denoising under Poisson noise

This paper considers the problem of estimating a low-rank matrix from th...

0 Andrew D. McRae, et al. ∙

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