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03/28/2023
Explicit Planning Helps Language Models in Logical Reasoning
Language models have been shown to perform remarkably well on a wide ran...
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12/02/2021
Trap of Feature Diversity in the Learning of MLPs
In this paper, we discover a two-phase phenomenon in the learning of mul...
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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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06/19/2019
Multi-resolution Multi-task Gaussian Processes
We consider evidence integration from potentially dependent observation ...
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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