Scholar
Esther Rolf
Google Scholar ID: n1EE3-8AAAAJ
Assistant Professor, CU Boulder
machine learning
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Citations & Impact
All-time
Citations
3,141
H-index
13
i10-index
14
Publications
20
Co-authors
72
list available
Publications
10 items
MIND the Gap: A Geographic Implicit Neural Representation with Adjustable Spatial Scale
2026
Cited
0
SLED: Scalable Location Encoding via Distillation
2026
Cited
0
What's in an Earth Embedding? An Explainability Analysis of Location Encoders
2026
Cited
0
Pretrain Where? Investigating How Pretraining Data Diversity Impacts Geospatial Foundation Model Performance
2026
Cited
0
A Proxy Consistency Loss for Grounded Fusion of Earth Observation and Location Encoders
2026
Cited
0
OT on the Map: Quantifying Domain Shifts in Geographic Space
2026
Cited
0
Measuring the Intrinsic Dimension of Earth Representations
2025
Cited
0
Mapping on a Budget: Optimizing Spatial Data Collection for ML
2025
Cited
0
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Co-authors
11 total
Solomon Hsiang
Stanford University
Max Simchowitz
MIT
Moritz Hardt
Max Planck Institute for Intelligent Systems
Benjamin Recht
Professor of EECS, University of California, Berkeley
Hannah Rae Kerner
Assistant Professor, Arizona State University
Lydia T. Liu
Assistant Professor of Computer Science, Princeton University
Sarah Dean
Cornell
Caleb Robinson
Microsoft AI for Good
