93 citations · 294 across the 27 of their papers we have counts for
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stat.ML2021★ 5 cited
Algorithms for ridge estimation with convergence guarantees
Wanli Qiao, Wolfgang Polonik
The extraction of filamentary structure from a point cloud is discussed. The filaments are modeled as ridge lines or higher dimensional ridges of an underlying density. We propose…
stat.ML2016★ 6 cited
Autism Spectrum Disorder Classification using Graph Kernels on Multidimensional Time Series
Rushil Anirudh, Jayaraman J. Thiagarajan, Irene Kim +1
We present an approach to model time series data from resting state fMRI for autism spectrum disorder (ASD) severity classification. We propose to adopt kernel machines and employ…