justin eldridge

HDSI 346 (3rd floor, end of east hallway)

Tuesdays from 10:30 am to Noon in HDSI 346 (up-to-date as of Fall 2025)

DSC 80

• Unperturbed: spectral analysis beyond Davis-Kahan.
  J. Eldridge, M. Belkin, Y. Wang.
  ALT 2018
  arXiv

• Graphons, mergeons, and so on!
  J. Eldridge, M. Belkin, Y. Wang.
  NIPS 2016 — Oral presentation (top ~2% of submissions)
  arXiv | video of talk | 4 minute "movie trailer"

• Beyond Hartigan Consistency: Merge Distortion Metric for Hierarchical Clustering.
  J. Eldridge, M. Belkin, Y. Wang.
  COLT 2015 — Mark Fulk award for best student paper
  arXiv

• Robust features for the automatic identification of autism spectrum disorder in children.
  J. Eldridge, A.E. Lane, M. Belkin, S. Dennis.
  Journal of Neurodevelopmental Disorders, 2014
  pdf

• Clustering Correctly.
  Delivered November 13, 2017 at Tulane University.
  slides

• Graphons, mergeons, and so on!
  Delivered December 13, 2016 at DIBRIS, Genoa.
  slides

• Graphons, mergeons, and so on!
  Delivered December 6, 2016 at NIPS 2016, Barcelona.
  slides | video of talk | 4 minute "movie trailer"

• Graphons, mergeons, and so on!
  Delivered June 18, 2016 at WoGaML, Boston
  slides

• Beyond Hartigan Consistency.
  Delivered July 4, 2015 at COLT 2015, Paris
  slides

• What do we seek in a hierarchical clustering?
  Delivered May 13, 2015 in the AI Seminar at The Ohio State University
  slides

Clustering Consistently | pdf