31 citations · 41 across the 6 of their papers we have counts for
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cs.LG2021
ReLU Regression with Massart Noise
Ilias Diakonikolas, Jongho Park, Christos Tzamos
We study the fundamental problem of ReLU regression, where the goal is to fit Rectified Linear Units (ReLUs) to data. This supervised learning task is efficiently solvable in the r…
cs.LG2020★ 3 cited
On Robust Mean Estimation under Coordinate-level Corruption
Zifan Liu, Jongho Park, Theodoros Rekatsinas +1
We study the problem of robust mean estimation and introduce a novel Hamming distance-based measure of distribution shift for coordinate-level corruptions. We show that this measur…