Concepedia

Esther Rolf

ER

Statistics

Publications

9

Citations

2.1K

H-Index

9

Active since

2019

Affiliations

University of California, Berkeley(Current)

National Bureau of Economic Research

Global Policy Institute

Centre for Economic Policy Research

Manaaki Whenua – Landcare Research

Esther Rolf is an author at University of California, Berkeley specializing in machine learning, computing, and computer science.

ORCID

Publications per year

2019–2025

9

Publications

9

The effect of large-scale anti-contagion policies on the COVID-19 pandemic

Solomon Hsiang, Daniel Allen, Sébastien Annan-Phan et al. · Nature · 2020 · 1.5K citations

, , +14

The Effect of Large-Scale Anti-Contagion Policies on the COVID-19 Pandemic

Solomon Hsiang, Daniel Allen, Sébastien Annan-Phan et al. · medRxiv · 2020 · 295 citations · Full text

, , +14

A Generalizable and Accessible Approach to Machine Learning with Global Satellite Imagery

Esther Rolf, Jonathan Proctor, Tamma Carleton et al. · arXiv (Cornell University) · 2020 · 116 citations · Full text

, , +17

SatCLIP: Global, General-Purpose Location Embeddings with Satellite Imagery

Konstantin Klemmer, Esther Rolf, Caleb Robinson et al. · Proceedings of the AAAI Conference on Artificial Intelligence · 2025 · 37 citations · Full text

, , +15

Delayed Impact of Fair Machine Learning

Lydia T. Liu, Sarah Dean, Esther Rolf et al. · 2019 · 21 citations · Full text

, , +11

1–5 of 9