31 citations · 60 across the 8 of their papers we have counts for
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cs.LG2020★ 6 cited
Message Passing Neural Processes
Ben Day, Cătălina Cangea, Arian R. Jamasb +1
Neural Processes (NPs) are powerful and flexible models able to incorporate uncertainty when representing stochastic processes, while maintaining a linear time complexity. However,…
cs.LG2020
Uncertainty in Neural Relational Inference Trajectory Reconstruction
Vasileios Karavias, Ben Day, Pietro Liò
Neural networks used for multi-interaction trajectory reconstruction lack the ability to estimate the uncertainty in their outputs, which would be useful to better analyse and unde…