76 citations · 193 across the 15 of their papers we have counts for
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cs.LG2017
Lifelong Learning in Costly Feature Spaces
Maria-Florina Balcan, Avrim Blum, Vaishnavh Nagarajan
An important long-term goal in machine learning systems is to build learning agents that, like humans, can learn many tasks over their lifetime, and moreover use information from t…
cs.LG2017★ 76 cited
Gradient descent GAN optimization is locally stable
Vaishnavh Nagarajan, J. Zico Kolter
Despite the growing prominence of generative adversarial networks (GANs), optimization in GANs is still a poorly understood topic. In this paper, we analyze the "gradient descent"…