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Probability and Statistics Group research at the School of Mathematical and Computer Sciences at Heriot-Watt University, Edinburgh.

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This repository contains the official implementation of GSAT as described in the paper: Interpretable and Generalizable Graph Learning via Stochastic Attention Mechanism (ICML 2022) by Siqi Miao, Mia ...

Fleetwood Mac’s Rumours album has been in the Top 50 albums chart for more than 400 weeks – but it won’t be there for much longer.

Graph databases and knowledge graphs—especially when combined—fulfill this role. This is part of a rapidly unfolding movement in which “databases have evolved from merely storage layers for ...

Question: What are constant pressure charts? Answer: Constant pressure charts like the 500 mb chart shown below may seem obvious to interpret. It has many features similar to what you might see on ...

Barker’s second LP, Stochastic Drift, is both a synthesis of his wilderness years and a thrilling inflection point. In a field of brilliant ambient techno producers, he’s delivered his most ...

Graph-based clustering is a hot topic in machine learning, whose effectiveness highly relies on the quality of the learned graph. Recent researches preferred to learn the nearest doubly stochastic ...

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