Umaa Rebbapragada

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

Collaborative distances:

• Dijkstra number of four.
• Erdős number of three.

2025

Mars-Bench: A Benchmark for Evaluating Foundation Models for Mars Science Tasks.

Mirali Purohit, Bimal Gajera, Vatsal Malaviya, Irish Mehta, Kunal Kasodekar, Jacob B. Adler, Steven Lu, Umaa Rebbapragada, Hannah Kerner

CoRR, October, 2025

Forecasting the Ionosphere from Sparse GNSS Data with Temporal-Fusion Transformers.

Giacomo Acciarini, Simone Mestici, Halil Kelebek, Linnea Wolniewicz, Michael Vergalla, Madhulika Guhathakurta, Umaa Rebbapragada, Bala Poduval, Atilim Günes Baydin, Frank Soboczenski

CoRR, September, 2025

2021

Time Series Comparisons in Deep Space Network.

Kyongsik Yun, Rishi Verma, Umaa Rebbapragada

CoRR, 2021

2017

Effect of Label Noise on the Machine-Learned Classification of Earthquake Damage.

Jared Frank, Umaa Rebbapragada, James Bialas, Thomas Oommen, Timothy C. Havens

Remote. Sens., 2017

2013

Online Classification for Time-Domain Astronomy.

Kitty K. Lo, Tara Murphy, Umaa Rebbapragada, Kiri Wagstaff

Proceedings of the 13th IEEE International Conference on Data Mining Workshops, 2013

2012

Surface Sulfur Detection via Remote Sensing and Onboard Classification.

Lukas Mandrake, Umaa Rebbapragada, Kiri L. Wagstaff, David R. Thompson, Steve A. Chien, Daniel Tran, Robert T. Pappalardo, Damhnait Gleeson, Rebecca Castaño

ACM Trans. Intell. Syst. Technol., 2012

Challenges and Opportunities in Applied Machine Learning.

Carla E. Brodley, Umaa Rebbapragada, Kevin Small, Byron C. Wallace

AI Mag., 2012

Active Label Correction.

Umaa Rebbapragada, Carla E. Brodley, Damien Sulla-Menashe, Mark A. Friedl

Proceedings of the 12th IEEE International Conference on Data Mining, 2012

2009

Finding anomalous periodic time series.

Umaa Rebbapragada, Pavlos Protopapas, Carla E. Brodley, Charles R. Alcock

Mach. Learn., 2009

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

Umaa Rebbapragada, Pavlos Protopapas, Carla E. Brodley, Charles R. Alcock

CoRR, 2009

Onboard SVM analysis of Hyperion data to detect sulfur deposits in Arctic regions.

Lukas Mandrake, Kiri L. Wagstaff, Damhnait Gleeson, Umaa Rebbapragada, Daniel Tran, Rebecca Castaño, Steve A. Chien, Robert T. Pappalardo

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.

Umaa Rebbapragada, Rachel Lomasky, Carla E. Brodley, Mark A. Friedl

Proceedings of the IEEE International Geoscience & Remote Sensing Symposium, 2008

2007

Disk Aware Discord Discovery: Finding Unusual Time Series in Terabyte Sized Datasets.

Dragomir Yankov, Eamonn J. Keogh, Umaa Rebbapragada

Proceedings of the 7th IEEE International Conference on Data Mining (ICDM 2007), 2007

Class Noise Mitigation Through Instance Weighting.

Umaa Rebbapragada, Carla E. Brodley

Proceedings of the Machine Learning: ECML 2007, 2007