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Strong NP-Hardness for Sparse Optimization with Concave Penalty Functions.
Yichen Chen
Dongdong Ge
Mengdi Wang
Zizhuo Wang
Yinyu Ye
Hao Yin
Published in:
ICML (2017)
Keyphrases
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np hardness
penalty functions
constrained optimization
objective function
penalty function
np hard
optimization problems
mixed integer
lower bound
approximation algorithms
machine learning
optimal solution
high dimensional
computationally expensive
discrete tomography