10 citations · 10 across the 1 of their papers we have counts for
2 papers
cs.LG2022★ 10 cited
Limitations of Neural Collapse for Understanding Generalization in Deep Learning
Like Hui, Mikhail Belkin, Preetum Nakkiran
The recent work of Papyan, Han, & Donoho (2020) presented an intriguing "Neural Collapse" phenomenon, showing a structural property of interpolating classifiers in the late stage o…
cs.LG2018
Kernel Machines Beat Deep Neural Networks on Mask-based Single-channel Speech Enhancement
Like Hui, Siyuan Ma, Mikhail Belkin
We apply a fast kernel method for mask-based single-channel speech enhancement. Specifically, our method solves a kernel regression problem associated to a non-smooth kernel functi…