31 citations · 92 across the 18 of their papers we have counts for
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cs.LG2019
An Online Learning Approach for Dengue Fever Classification
Siddharth Srivastava, Sumit Soman, Astha Rai
This paper introduces a novel approach for dengue fever classification based on online learning paradigms. The proposed approach is suitable for practical implementation as it enab…
cs.LG2019
Effect of Various Regularizers on Model Complexities of Neural Networks in Presence of Input Noise
Mayank Sharma, Aayush Yadav, Sumit Soman +1
Deep neural networks are over-parameterized, which implies that the number of parameters are much larger than the number of samples used to train the network. Even in such a regime…