281 citations · 692 across the 30 of their papers we have counts for
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cs.LG2020
The Curious Case of Convex Neural Networks
Sarath Sivaprasad, Ankur Singh, Naresh Manwani +1
In this paper, we investigate a constrained formulation of neural networks where the output is a convex function of the input. We show that the convexity constraints can be enforce…
cs.LG2020★ 4 cited
Learning Multiclass Classifier Under Noisy Bandit Feedback
Mudit Agarwal, Naresh Manwani
This paper addresses the problem of multiclass classification with corrupted or noisy bandit feedback. In this setting, the learner may not receive true feedback. Instead, it recei…
cs.LG2020★ 3 cited
Robust Deep Ordinal Regression Under Label Noise
Bhanu Garg, Naresh Manwani
The real-world data is often susceptible to label noise, which might constrict the effectiveness of the existing state of the art algorithms for ordinal regression. Existing works…