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20132025
most citedGeneralized Product of Experts for Automatic and Principled Fusion of Gaussian Process Predictions

112 citations · 340 across the 21 of their papers we have counts for

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Showing 2015Show all

2 papers · 1 filter

cs.LG2015★ 4 cited

Transductive Log Opinion Pool of Gaussian Process Experts

Yanshuai Cao, David J. Fleet

We introduce a framework for analyzing transductive combination of Gaussian process (GP) experts, where independently trained GP experts are combined in a way that depends on test…

cs.CV2015★ 66 cited

Adversarial Manipulation of Deep Representations

Sara Sabour, Yanshuai Cao, Fartash Faghri +1

We show that the representation of an image in a deep neural network (DNN) can be manipulated to mimic those of other natural images, with only minor, imperceptible perturbations t…