Esther Rolf

Venues

Frequent coauthors

Papers

1. Mapping on a Budget: Optimizing Spatial Data Collection for ML
   AAAI 2026 ·

   Livia Betti

   DBLP profile ↗ORCID search ↗
2. Classification Drives Geographic Bias in Street Scene Segmentation
   CVPR 2025 ·

   Rahul Nair

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3. SatCLIP: Global, General-Purpose Location Embeddings with Satellite Imagery
   AAAI 2025 ·

   Konstantin Klemmer

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4. Using Multiple Input Modalities can Improve Data-Efficiency and O.O.D. Generalization for ML with Satellite Imagery
   ICML 2025 ·

   Arjun Rao

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5. Combining Diverse Information for Coordinated Action: Stochastic Bandit Algorithms for Heterogeneous Agents
   ECAI 2024 ·

   Lucia Gordon

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6. Geographic Location Encoding with Spherical Harmonics and Sinusoidal Representation Networks
   ICLR 2024 ·

   Marc Rußwurm

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7. Position: Application-Driven Innovation in Machine Learning
   ICML 2024 ·

   David Rolnick

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8. Position: Mission Critical - Satellite Data is a Distinct Modality in Machine Learning
   ICML 2024 · Esther Rolf