26 citations · 117 across the 27 of their papers we have counts for
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stat.ML2021★ 2 cited
Estimating a Directed Tree for Extremes
Ngoc Mai Tran, Johannes Buck, Claudia Klüppelberg
We propose a new method to estimate a root-directed spanning tree from extreme data. A prominent example is a river network, to be discovered from extreme flow measured at a set of…
stat.ML2020★ 3 cited
Clustering with Fast, Automated and Reproducible assessment applied to longitudinal neural tracking
Hanlin Zhu, Xue Li, Liuyang Sun +5
Across many areas, from neural tracking to database entity resolution, manual assessment of clusters by human experts presents a bottleneck in rapid development of scalable and spe…
stat.ML2020
Stochastic geometry to generalize the Mondrian Process
Eliza O'Reilly, Ngoc Tran
The stable under iterated tessellation (STIT) process is a stochastic process that produces a recursive partition of space with cut directions drawn independently from a distributi…