12 citations · 32 across the 12 of their papers we have counts for
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cs.LG2019★ 12 cited
Effect of Activation Functions on the Training of Overparametrized Neural Nets
Abhishek Panigrahi, Abhishek Shetty, Navin Goyal
It is well-known that overparametrized neural networks trained using gradient-based methods quickly achieve small training error with appropriate hyperparameter settings. Recent pa…
math.OC2019★ 5 cited
Sampling and Optimization on Convex Sets in Riemannian Manifolds of Non-Negative Curvature
Navin Goyal, Abhishek Shetty
The Euclidean space notion of convex sets (and functions) generalizes to Riemannian manifolds in a natural sense and is called geodesic convexity. Extensively studied computational…