متابعة
Claire Monteleoni
Claire Monteleoni
INRIA & University of Colorado Boulder
بريد إلكتروني تم التحقق منه على colorado.edu - الصفحة الرئيسية
عنوان
عدد مرات الاقتباسات
عدد مرات الاقتباسات
السنة
Differentially private empirical risk minimization.‏
K Chaudhuri, C Monteleoni, AD Sarwate‏
Journal of Machine Learning Research 12 (3), 2011‏
18302011
Privacy-preserving logistic regression‏
K Chaudhuri, C Monteleoni‏
Advances in neural information processing systems 21, 2008‏
8622008
A general agnostic active learning algorithm‏
S Dasgupta, DJ Hsu, C Monteleoni‏
Advances in neural information processing systems, 353-360, 2007‏
3972007
Analysis of Perceptron-Based Active Learning.‏
S Dasgupta, AT Kalai, A Tauman‏
Journal of Machine Learning Research 10 (2), 2009‏
335*2009
Streaming k-means approximation‏
N Ailon, R Jaiswal, C Monteleoni‏
Advances in neural information processing systems 22, 2009‏
2812009
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
143*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
1022011
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
492017
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
Pushing the frontiers in climate modelling and analysis with machine learning‏
V Eyring, WD Collins, P Gentine, EA Barnes, M Barreiro, T Beucler, ...‏
Nature Climate Change 14 (9), 916-928, 2024‏
392024
Cooperative online learning: Keeping your neighbors updated‏
N Cesa-Bianchi, T Cesari, C Monteleoni‏
Algorithmic learning theory, 234-250, 2020‏
392020
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
35*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
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مقالات 1–20