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Claire Monteleoni
Claire Monteleoni
INRIA & University of Colorado Boulder
Bestätigte E-Mail-Adresse bei colorado.edu - Startseite
Titel
Zitiert von
Zitiert von
Jahr
Differentially private empirical risk minimization.
K Chaudhuri, C Monteleoni, AD Sarwate
Journal of Machine Learning Research 12 (3), 2011
18212011
Privacy-preserving logistic regression
K Chaudhuri, C Monteleoni
Advances in neural information processing systems 21, 2008
8642008
A general agnostic active learning algorithm
S Dasgupta, DJ Hsu, C Monteleoni
Advances in neural information processing systems, 353-360, 2007
3962007
Analysis of Perceptron-Based Active Learning.
S Dasgupta, AT Kalai, A Tauman
Journal of Machine Learning Research 10 (2), 2009
330*2009
Streaming k-means approximation
N Ailon, R Jaiswal, C Monteleoni
Advances in neural information processing systems 22, 2009
2772009
Tropical cyclone track forecasting using fused deep learning from aligned reanalysis data
S Giffard-Roisin, M Yang, G Charpiat, C Kumler Bonfanti, B Kégl, ...
Frontiers in big Data, 1, 2020
144*2020
Tracking climate models
C Monteleoni, GA Schmidt, S Saroha, E Asplund
Statistical Analysis and Data Mining: The ASA Data Science Journal 4 (4 …, 2011
1012011
Fast spectral clustering via the nyström method
A Choromanska, T Jebara, H Kim, M Mohan, C Monteleoni
Algorithmic Learning Theory: 24th International Conference, ALT 2013 …, 2013
772013
Online learning of non-stationary sequences
C Monteleoni, T Jaakkola
Advances in Neural Information Processing Systems 16, 2003
762003
Climate informatics: accelerating discovering in climate science with machine learning
C Monteleoni, GA Schmidt, S McQuade
Computing in Science & Engineering 15 (5), 32-40, 2013
632013
Online clustering with experts
A Choromanska, C Monteleoni
Artificial Intelligence and Statistics, 227-235, 2012
632012
ClimAlign: Unsupervised statistical downscaling of climate variables via normalizing flows
B Groenke, L Madaus, C Monteleoni
Proceedings of the 10th International Conference on Climate Informatics, 60-66, 2020
512020
Technological innovation, data analytics, and environmental enforcement
RL Glicksman, DL Markell, C Monteleoni
Ecology LQ 44, 41, 2017
502017
Spatiotemporal global climate model tracking
S McQuade, C Monteleoni
Large-Scale Machine Learning in the Earth Sciences, 33-54, 2017
44*2017
Practical online active learning for classification
C Monteleoni, M Kaariainen
2007 IEEE Conference on Computer Vision and Pattern Recognition, 1-8, 2007
442007
Cooperative online learning: Keeping your neighbors updated
N Cesa-Bianchi, T Cesari, C Monteleoni
Algorithmic learning theory, 234-250, 2020
422020
Variational autoencoder anomaly-detection of avalanche deposits in satellite sar imagery
S Sinha, S Giffard-Roisin, F Karbou, M Deschatres, A Karas, N Eckert, ...
Proceedings of the 10th International Conference on Climate Informatics, 113-119, 2020
36*2020
Research challenges in financial data modeling and analysis
L Alexander, SR Das, Z Ives, HV Jagadish, C Monteleoni
Big data 5 (3), 177-188, 2017
352017
Environment selection and hierarchical place recognition
M Mohan, D Gálvez-López, C Monteleoni, G Sibley
2015 IEEE International Conference on Robotics and Automation (ICRA), 5487-5494, 2015
352015
Climate informatics
C Monteleoni, GA Schmidt, FJ Alexander, A Niculescu-Mizil, ...
Computational intelligent data analysis for sustainable development, 2013
342013
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