Yun Sangwoon

Sangwoon Yun

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Found 3 papers in total
SymNMF: nonnegative low-rank approximation of a similarity matrix for graph clustering
2015
Nonnegative matrix factorization (NMF) provides a lower rank approximation of a matrix...
A coordinate gradient descent method for ℓ
					1‐regularized convex minimization
2011
In applications such as signal processing and statistics, many problems involve...
A coordinate gradient descent method for linearly constrained smooth optimization and support vector machines training
2010
Support vector machines (SVMs) training may be posed as a large quadratic program (QP)...
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