7 citations · 8 across the 5 of their papers we have counts for
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cs.LG2020★ 7 cited
Neural collapse with unconstrained features
Dustin G. Mixon, Hans Parshall, Jianzong Pi
Neural collapse is an emergent phenomenon in deep learning that was recently discovered by Papyan, Han and Donoho. We propose a simple "unconstrained features model" in which neura…
cs.LG2019
Some Limit Properties of Markov Chains Induced by Stochastic Recursive Algorithms
Abhishek Gupta, Hao Chen, Jianzong Pi +1
Recursive stochastic algorithms have gained significant attention in the recent past due to data driven applications. Examples include stochastic gradient descent for solving large…