1.6k citations · 1.7k across the 9 of their papers we have counts for
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cs.LG2023★ 3 cited
Topological Learning for Motion Data via Mixed Coordinates
Hengrui Luo, Jisu Kim, Alice Patania +1
Topology can extract the structural information in a dataset efficiently. In this paper, we attempt to incorporate topological information into a multiple output Gaussian process m…
cs.SI2023★ 6 cited
Exact and rapid linear clustering of networks with dynamic programming
Alice Patania, Antoine Allard, Jean-Gabriel Young
We study the problem of clustering networks whose nodes have imputed or physical positions in a single dimension, for example prestige hierarchies or the similarity dimension of hy…