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11/14/2021
Invariant Risk Minimisation for Cross-Organism Inference: Substituting Mouse Data for Human Data in Human Risk Factor Discovery
Human medical data can be challenging to obtain due to data privacy conc...
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02/08/2021
Mutual Information of Neural Network Initialisations: Mean Field Approximations
The ability to train randomly initialised deep neural networks is known ...
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12/03/2020
An Empirical Study of Derivative-Free-Optimization Algorithms for Targeted Black-Box Attacks in Deep Neural Networks
We perform a comprehensive study on the performance of derivative free o...
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02/24/2020
