research
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02/03/2020
Soft Random Graphs in Probabilistic Metric Spaces Inter-graph Distance
We present a new method for learning Soft Random Geometric Graphs (SRGGs...
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11/22/2018
Learning in the Absence of Training Data -- a Galactic Application
There are multiple real-world problems in which training data is unavail...
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03/13/2018
Deep Bayesian Supervised Learning given Hypercuboidally-shaped, Discontinuous Data, using Compound Tensor-Variate & Scalar-Variate Gaussian Processes
We undertake learning of the high-dimensional functional relationship be...
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10/31/2017