activity
20162021
most citedGeneralized concurrence measure for faithful quantification of multiparticle pure state entanglement using Lagrange's identity and wedge product

47 citations · 70 across the 5 of their papers we have counts for

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cs.LG2021★ 10 cited

GraN-GAN: Piecewise Gradient Normalization for Generative Adversarial Networks

Vineeth S. Bhaskara, Tristan Aumentado-Armstrong, Allan Jepson +1

Modern generative adversarial networks (GANs) predominantly use piecewise linear activation functions in discriminators (or critics), including ReLU and LeakyReLU. Such models lear…

cs.LG2019

Exploiting Uncertainty of Loss Landscape for Stochastic Optimization

Vineeth S. Bhaskara, Sneha Desai

We introduce novel variants of momentum by incorporating the variance of the stochastic loss function. The variance characterizes the confidence or uncertainty of the local feature…