◍wovepaper
SearchResearchersInstitutions
Sign in
researcher

Soledad Villar

45 papers hereh-index 202.1k citations47 works total

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

author position
  • first author4
  • middle author14
  • last author27

Across the 45 of 45 papers where every author was matched, so the position is known.

fields
  • stat.ML19
  • cs.LG13
  • cs.IT2
  • stat.CO2
  • cs.CC1
  • cs.SI1
same name
  • Soledad Villar — 2 papers, h 2
  • Soledad Villar — 1 paper, h 2
  • Soledad Villar — 1 paper, h 2
  • Soledad Villar — 1 paper, h 1

Either other researchers who publish under this name, or the same person where the external sources have not merged their records.

identity via Semantic Scholar / OpenAlex

activity
20142026
most citedSeabed classification using physics-based modeling and machine learning

61 citations · 358 across the 40 of their papers we have counts for

collaborators
Showing 2018Show all

4 papers · 1 filter

math.CO2018★ 1 cited

Utility Ghost: Gamified redistricting with partisan symmetry

Dustin G. Mixon, Soledad Villar

Inspired by the word game Ghost, we propose a new protocol for bipartisan redistricting in which partisan players take turns assigning precincts to districts. We prove that in an i…

stat.ML2018

SqueezeFit: Label-aware dimensionality reduction by semidefinite programming

Culver McWhirter, Dustin G. Mixon, Soledad Villar

Given labeled points in a high-dimensional vector space, we seek a low-dimensional subspace such that projecting onto this subspace maintains some prescribed distance between point…

cs.CC2018

Fair redistricting is hard

Richard Kueng, Dustin G. Mixon, Soledad Villar

Gerrymandering is a long-standing issue within the U.S. political system, and it has received scrutiny recently by the U.S. Supreme Court. In this note, we prove that deciding whet…

cs.LG2018★ 12 cited

SUNLayer: Stable denoising with generative networks

Ruhui Jin, Dustin G. Mixon, Soledad Villar

Deep neural networks are often used to implement powerful generative models for real-world data. Notable applications include image denoising, as well as other classical inverse pr…

◍wovepaper

Papers, researchers and institutions, woven together.

Explore
  • Search
  • Researchers
  • Institutions
Account
  • Library
  • Chat
Data
  • arXiv.org
  • Semantic Scholar
  • OpenAlex
  • Latest RSS
AboutContactPrivacyDevelopersllms.txtopenapi.json
Not affiliated with arXiv. Researcher data from Semantic Scholar (ODC-BY) and OpenAlex.