31 citations · 92 across the 18 of their papers we have counts for
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cs.LG2017★ 3 cited
Learning Neural Network Classifiers with Low Model Complexity
Jayadeva, Himanshu Pant, Mayank Sharma +5
Modern neural network architectures for large-scale learning tasks have substantially higher model complexities, which makes understanding, visualizing and training these architect…
cs.LG2017★ 29 cited
Scalable Twin Neural Networks for Classification of Unbalanced Data
Jayadeva, Himanshu Pant, Sumit Soman +1
Twin Support Vector Machines (TWSVMs) have emerged an efficient alternative to Support Vector Machines (SVM) for learning from imbalanced datasets. The TWSVM learns two non-paralle…