57 citations · 119 across the 20 of their papers we have counts for
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eess.IV2020
Regularized Compression of MRI Data: Modular Optimization of Joint Reconstruction and Coding
Veronica Corona, Yehuda Dar, Guy Williams +1
The Magnetic Resonance Imaging (MRI) processing chain starts with a critical acquisition stage that provides raw data for reconstruction of images for medical diagnosis. This flow…
cs.LG2020★ 2 cited
Double Double Descent: On Generalization Errors in Transfer Learning between Linear Regression Tasks
Yehuda Dar, Richard G. Baraniuk
We study the transfer learning process between two linear regression problems. An important and timely special case is when the regressors are overparameterized and perfectly inter…
cs.LG2020★ 2 cited
Subspace Fitting Meets Regression: The Effects of Supervision and Orthonormality Constraints on Double Descent of Generalization Errors
Yehuda Dar, Paul Mayer, Lorenzo Luzi +1
We study the linear subspace fitting problem in the overparameterized setting, where the estimated subspace can perfectly interpolate the training examples. Our scope includes the…