Claire Monteleoni
Orcid: 0000-0002-9488-0517Affiliations:
- University of Colorado Boulder, CO, USA
- George Washington University, DC, USA (2011-2018)
According to our database1,
Claire Monteleoni
authored at least 41 papers
between 1998 and 2024.
Collaborative distances:
Collaborative distances:
Timeline
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Online presence:
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on colorado.edu
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on orcid.org
On csauthors.net:
Bibliography
2024
2023
Multi-decadal Sea Level Prediction using Neural Networks and Spectral Clustering on Climate Model Large Ensembles and Satellite Altimeter Data.
CoRR, 2023
Sea level Projections with Machine Learning using Altimetry and Climate Model ensembles.
CoRR, 2023
CoRR, 2023
2021
2020
Tropical Cyclone Track Forecasting Using Fused Deep Learning From Aligned Reanalysis Data.
Frontiers Big Data, 2020
Variational Autoencoder Anomaly-Detection of Avalanche Deposits in Satellite SAR Imagery.
Proceedings of the CI 2020: 10th International Conference on Climate Informatics, 2020
CNN-Based Forecasting of Intraseasonal Mean and Active/Break Spells for Indian Summer Monsoon.
Proceedings of the CI 2020: 10th International Conference on Climate Informatics, 2020
ClimAlign: Unsupervised statistical downscaling of climate variables via normalizing flows.
Proceedings of the CI 2020: 10th International Conference on Climate Informatics, 2020
Proceedings of the Algorithmic Learning Theory, 2020
2019
2017
Exploiting sparsity to improve the accuracy of Nyström-based large-scale spectral clustering.
Proceedings of the 2017 International Joint Conference on Neural Networks, 2017
Beyond the Nystrom Approximation: Speeding up Spectral Clustering using Uniform Sampling and Weighted Kernel k-means.
Proceedings of the Twenty-Sixth International Joint Conference on Artificial Intelligence, 2017
Proceedings of the 20th International Conference on Artificial Intelligence and Statistics, 2017
2016
Theor. Comput. Sci., 2016
Proceedings of the Second International Workshop on Data Science for Macro-Modeling, 2016
Proceedings of the 19th International Conference on Artificial Intelligence and Statistics, 2016
2015
Proceedings of the IEEE International Conference on Robotics and Automation, 2015
2013
Climate Informatics: Accelerating Discovering in Climate Science with Machine Learning.
Comput. Sci. Eng., 2013
Proceedings of the 13th IEEE International Conference on Data Mining Workshops, 2013
Proceedings of the Algorithmic Learning Theory - 24th International Conference, 2013
Proceedings of the Late-Breaking Developments in the Field of Artificial Intelligence, 2013
2012
Proceedings of the Fifteenth International Conference on Artificial Intelligence and Statistics, 2012
Proceedings of the Twenty-Sixth AAAI Conference on Artificial Intelligence, 2012
2011
2010
Proceedings of the 2010 Conference on Intelligent Data Understanding, 2010
2009
Proceedings of the Advances in Neural Information Processing Systems 22: 23rd Annual Conference on Neural Information Processing Systems 2009. Proceedings of a meeting held 7-10 December 2009, 2009
2008
Proceedings of the Advances in Neural Information Processing Systems 21, 2008
2007
Proceedings of the Advances in Neural Information Processing Systems 20, 2007
Proceedings of the 2007 IEEE Computer Society Conference on Computer Vision and Pattern Recognition (CVPR 2007), 2007
2006
PhD thesis, 2006
Proceedings of the Learning Theory, 19th Annual Conference on Learning Theory, 2006
2003
Proceedings of the Advances in Neural Information Processing Systems 16 [Neural Information Processing Systems, 2003
1999
Proceedings of the Agent Mediated Electronic Commerce II, 1999
1998
Information Extraction Research and Applications: Current Progress and Future Directions.
Proceedings of the TIPSTER TEXT PROGRAM PHASE III: Proceedings of a Workshop held at Baltimore, 1998