62 citations · 84 across the 6 of their papers we have counts for
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stat.ML2018
Towards a Better Understanding and Regularization of GAN Training Dynamics
Weili Nie, Ankit Patel
Generative adversarial networks (GANs) are notoriously difficult to train and the reasons underlying their (non-)convergence behaviors are still not completely understood. By first…
stat.ML2015★ 62 cited
A Probabilistic Theory of Deep Learning
Ankit B. Patel, Tan Nguyen, Richard G. Baraniuk
A grand challenge in machine learning is the development of computational algorithms that match or outperform humans in perceptual inference tasks that are complicated by nuisance…