Umaa Rebbapragada

Orcid: 0000-0002-2560-3495

According to our database1, Umaa Rebbapragada authored at least 14 papers between 2007 and 2025.

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Bibliography

2025
Mars-Bench: A Benchmark for Evaluating Foundation Models for Mars Science Tasks.
CoRR, October, 2025

Forecasting the Ionosphere from Sparse GNSS Data with Temporal-Fusion Transformers.
CoRR, September, 2025

2021
Time Series Comparisons in Deep Space Network.
CoRR, 2021

2017
Effect of Label Noise on the Machine-Learned Classification of Earthquake Damage.
Remote. Sens., 2017

2013
Online Classification for Time-Domain Astronomy.
Proceedings of the 13th IEEE International Conference on Data Mining Workshops, 2013

2012
Surface Sulfur Detection via Remote Sensing and Onboard Classification.
ACM Trans. Intell. Syst. Technol., 2012

Challenges and Opportunities in Applied Machine Learning.
AI Mag., 2012

Active Label Correction.
Proceedings of the 12th IEEE International Conference on Data Mining, 2012

2009
Finding anomalous periodic time series.
Mach. Learn., 2009

Finding Anomalous Periodic Time Series: An Application to Catalogs of Periodic Variable Stars
CoRR, 2009

Onboard SVM analysis of Hyperion data to detect sulfur deposits in Arctic regions.
Proceedings of the First Workshop on Hyperspectral Image and Signal Processing: Evolution in Remote Sensing, 2009

2008
Generating High-Quality Training Data for Automated Land-Cover Mapping.
Proceedings of the IEEE International Geoscience & Remote Sensing Symposium, 2008

2007
Disk Aware Discord Discovery: Finding Unusual Time Series in Terabyte Sized Datasets.
Proceedings of the 7th IEEE International Conference on Data Mining (ICDM 2007), 2007

Class Noise Mitigation Through Instance Weighting.
Proceedings of the Machine Learning: ECML 2007, 2007


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