Esther Rolf

8 papers at tracked venues · 7 at CORE A* · active 2024–2026

DBLP profile ↗ORCID search ↗

Venues

ICML ×3 AAAI ×2 CVPR ×1 ECAI ×1 ICLR ×1

Frequent coauthors

Hannah Kerner

×3

Konstantin Klemmer

×3

Caleb Robinson

×2

Marc Rußwurm

×2

Milind Tambe

×2

Livia Betti

×1

Farooq Sanni

×1

Gnouyaro Sogoyou

×1

Togbe Agbagla

×1

Cullen Molitor

×1

Tamma Carleton

×1

Rahul Nair

×1

Papers

Mapping on a Budget: Optimizing Spatial Data Collection for ML
AAAI 2026 ·
Livia Betti
,
Farooq Sanni
,
Gnouyaro Sogoyou
,
Togbe Agbagla
,
Cullen Molitor
,
Tamma Carleton
, Esther Rolf
Classification Drives Geographic Bias in Street Scene Segmentation
CVPR 2025 ·
Rahul Nair
,
Bhanu Tokas
,
Gabriel Tseng
, Esther Rolf,
Hannah Kerner
SatCLIP: Global, General-Purpose Location Embeddings with Satellite Imagery
AAAI 2025 ·
Konstantin Klemmer
, Esther Rolf,
Caleb Robinson
,
Lester Mackey
,
Marc Rußwurm
Using Multiple Input Modalities can Improve Data-Efficiency and O.O.D. Generalization for ML with Satellite Imagery
ICML 2025 ·
Arjun Rao
, Esther Rolf
Combining Diverse Information for Coordinated Action: Stochastic Bandit Algorithms for Heterogeneous Agents
ECAI 2024 ·
Lucia Gordon
, Esther Rolf,
Milind Tambe
Geographic Location Encoding with Spherical Harmonics and Sinusoidal Representation Networks
ICLR 2024 ·
Marc Rußwurm
,
Konstantin Klemmer
, Esther Rolf,
Robin Zbinden
,
Devis Tuia
Position: Application-Driven Innovation in Machine Learning
ICML 2024 ·
David Rolnick
,
Alán Aspuru-Guzik
,
Sara Beery
,
Bistra Dilkina
,
Priya L. Donti
,
Marzyeh Ghassemi
,
Hannah Kerner
,
Claire Monteleoni
, Esther Rolf,
Milind Tambe
,
Adam White
Position: Mission Critical - Satellite Data is a Distinct Modality in Machine Learning
ICML 2024 · Esther Rolf,
Konstantin Klemmer
,
Caleb Robinson
,
Hannah Kerner