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J. Sharpnack

30 papers hereh-index 221.8k citations57 works total

Matching runs newest-first, so older work may not be attached to this profile yet.

author position
  • sole author2
  • first author6
  • middle author10
  • last author12

Across the 30 of 30 papers where every author was matched, so the position is known.

fields
  • stat.ML10
  • math.ST8
  • cs.LG5
  • stat.ME4
  • astro-ph.GA1
  • astro-ph.IM1

identity via Semantic Scholar / OpenAlex

activity
20122023
most citedThe DFS Fused Lasso: Linear-Time Denoising over General Graphs

45 citations · 202 across the 24 of their papers we have counts for

collaborators
Showing 2018 · stat.MLShow all

2 papers · 2 filters

stat.ML2018

Distributed Cartesian Power Graph Segmentation for Graphon Estimation

Shitong Wei, Oscar Hernan Madrid-Padilla, James Sharpnack

We study an extention of total variation denoising over images to over Cartesian power graphs and its applications to estimating non-parametric network models. The power graph fuse…

stat.ML2018★ 31 cited

SQL-Rank: A Listwise Approach to Collaborative Ranking

Liwei Wu, Cho-Jui Hsieh, James Sharpnack

In this paper, we propose a listwise approach for constructing user-specific rankings in recommendation systems in a collaborative fashion. We contrast the listwise approach to pre…

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Not affiliated with arXiv. Researcher data from Semantic Scholar (ODC-BY) and OpenAlex.