390 citations
Counting papers with at most 25 authors, so collaboration author lists do not stand in for the people here.
- Université Pierre-et-Marie-CurieFR16 papers
- University of PittsburghUS13 papers
- Centre National de la Recherche ScientifiqueFR9 papers
- Carnegie Mellon UniversityUS7 papers
- InsermFR4 papers
- Institut national de recherche en sciences et technologies du numériqueFR4 papers
- Sorbonne UniversitéFR4 papers
- The University of Texas Southwestern Medical CenterUS4 papers
- Athinoula A. Martinos Center for Biomedical ImagingUS3 papers
- Harvard UniversityUS3 papers
- Institut de Mathématiques de Jussieu-Paris Rive GaucheFR3 papers
- Massachusetts General HospitalUS3 papers
Showing stat.MLShow all
2 papers · 1 filter
stat.ML2021
Interpretable Network Representation Learning with Principal Component Analysis
James D. Wilson, Jihui Lee
We consider the problem of interpretable network representation learning for samples of network-valued data. We propose the Principal Component Analysis for Networks (PCAN) algorit…
stat.ML2017★ 2 cited
DIMM-SC: A Dirichlet mixture model for clustering droplet-based single cell transcriptomic data
Zhe Sun, Ting Wang, Ke Deng +5
Motivation: Single cell transcriptome sequencing (scRNA-Seq) has become a revolutionary tool to study cellular and molecular processes at single cell resolution. Among existing tec…