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Esther Rolf

13 papers hereh-index 112.2k citations22 works total

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

author position
  • sole author1
  • first author7
  • middle author5

Across the 13 of 13 papers where every author was matched, so the position is known.

fields
  • cs.LG11
  • cs.AI1
  • cs.CY1
same name
  • Esther Rolf — 8 papers, h 5
  • Esther Rolf — 4 papers, h 1
  • Esther Rolf — 3 papers, h 2
  • Esther Rolf — 1 paper

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
20172023
most citedEvaluation Challenges for Geospatial ML

17 citations · 55 across the 12 of their papers we have counts for

collaborators
Showing 2018Show all

2 papers · 1 filter

cs.LG2018★ 3 cited

A Successive-Elimination Approach to Adaptive Robotic Sensing

Esther Rolf, David Fridovich-Keil, Max Simchowitz +2

We study an adaptive source seeking problem, in which a mobile robot must identify the strongest emitter(s) of a signal in an environment with background emissions. Background sign…

cs.LG2018

Delayed Impact of Fair Machine Learning

Lydia T. Liu, Sarah Dean, Esther Rolf +2

Fairness in machine learning has predominantly been studied in static classification settings without concern for how decisions change the underlying population over time. Conventi…

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