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Deep Learning meets Nonparametric Regression: Are Weight-Decayed DNNs Locally Adaptive?

Kaiqi ZhangYu-Xiang Wang
Published in: CoRR (2022)
Keyphrases
  • locally adaptive
  • deep learning
  • nonparametric regression
  • pointwise
  • unsupervised learning
  • machine learning
  • weakly supervised
  • mental models
  • subband
  • coding method
  • training data
  • objective function
  • learning strategies