124 citations · 528 across the 41 of their papers we have counts for
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cs.LG2021★ 1 cited
Dual Parameterization of Sparse Variational Gaussian Processes
Vincent Adam, Paul E. Chang, Mohammad Emtiyaz Khan +1
Sparse variational Gaussian process (SVGP) methods are a common choice for non-conjugate Gaussian process inference because of their computational benefits. In this paper, we impro…
cs.LG2021
Knowledge-Adaptation Priors
Mohammad Emtiyaz Khan, Siddharth Swaroop
Humans and animals have a natural ability to quickly adapt to their surroundings, but machine-learning models, when subjected to changes, often require a complete retraining from s…