509 citations · 546 across the 13 of their papers we have counts for
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cs.LG2017★ 509 cited
Deep Convolutional Neural Networks for Raman Spectrum Recognition: A Unified Solution
Jinchao Liu, Margarita Osadchy, Lorna Ashton +3
Machine learning methods have found many applications in Raman spectroscopy, especially for the identification of chemical species. However, almost all of these methods require non…
cs.LG2017
Latent Hinge-Minimax Risk Minimization for Inference from a Small Number of Training Samples
Dolev Raviv, Margarita Osadchy
Deep Learning (DL) methods show very good performance when trained on large, balanced data sets. However, many practical problems involve imbalanced data sets, or/and classes with…