16 citations · 18 across the 12 of their papers we have counts for
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cs.LG2023★ 2 cited
On the Natural Gradient of the Evidence Lower Bound
Nihat Ay, Jesse van Oostrum, Adwait Datar
This article studies the Fisher-Rao gradient, also referred to as the natural gradient, of the evidence lower bound (ELBO) which plays a central role in generative machine learning…
math.OC2023
Gradient-based Cooperative Control of quasi-Linear Parameter Varying Vehicles with Noisy Gradients
Adwait Datar, Antonio Mendez Gonzalez, Herbert Werner
This paper extends recent results on the exponential performance analysis of gradient based cooperative control dynamics using the framework of exponential integral quadratic const…