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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...
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05/03/2023
New Equivalences Between Interpolation and SVMs: Kernels and Structured Features
The support vector machine (SVM) is a supervised learning algorithm that...
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11/09/2021
Harmless interpolation in regression and classification with structured features
Overparametrized neural networks tend to perfectly fit noisy training da...
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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...
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07/11/2019
