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stat.ML2026
Learning Random Geometric Graphs Drawn in Probabilistic Metric Spaces
Dalia Chakrabarty, Kangrui Wang, Chuqiao Zhang +1
We present a new data-driven learning of a Random Geometric Graph (RGG) of a multivariate dataset, where the graph is drawn in a probabilistic metric space. This graph learning wor…
stat.ML2024
Individualised recovery trajectories of patients with impeded mobility, using distance between probability distributions of learnt graphs
Chuqiao Zhang, Crina Grosan, Dalia Chakrabarty
Patients who are undergoing physical rehabilitation, benefit from feedback that follows from reliable assessment of their cumulative performance attained at a given time. In this p…