Claire Monteleoni

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Sophie Giffard-RoisinISTerre, Université Grenoble Alpes, IRDVerified email at univ-grenoble-alpes.fr
Kamalika ChaudhuriUCSD, MetaVerified email at ucsd.edu
Anand SarwateAssociate Professor, Rutgers UniversityVerified email at rutgers.edu
Cheng TangAmazon AIVerified email at amazon.com
Saumya SinhaNational Renewable Energy LabVerified email at colorado.edu
Mahesh MohanGoogleVerified email at google.com
Tommi JaakkolaMITVerified email at csail.mit.edu
Balazs KEGLResearch scientist, Paris AI leader, Noah's Ark Lab, Huawei ResearchVerified email at huawei.com
Guillaume CharpiatINRIA (Saclay)Verified email at inria.fr
Gavin SchmidtNASA GISSVerified email at nasa.gov
Adam Tauman KalaiOpenAIVerified email at openai.com
Eckert NicolasUMR IGE, INRAE / Grenoble Alpes UniversityVerified email at inrae.fr
Anna ChoromanskaNew York UniversityVerified email at nyu.edu
Daniel HsuColumbia UniversityVerified email at cs.columbia.edu
Michael K. TippettDept. Applied Physics and Applied Mathematics, Columbia UniversityVerified email at columbia.edu
Karsten SteinhaeuserComputer Science and Engineering, University of MinnesotaVerified email at umn.edu
Auroop R GangulyCOE Distinguished Professor, Fellow ASCE, Distinguished Member ACM, Northeastern University, BostonVerified email at northeastern.edu
Alexandru Niculescu-MizilNEC Laboratories AmericaVerified email at nec-labs.com
Francis AlexanderArgonne National LaboratoryVerified email at anl.gov
Tony JebaraSpotifyVerified email at spotify.com

Claire Monteleoni

INRIA & University of Colorado Boulder

Verified email at colorado.edu - Homepage

Machine Learning AI Climate Informatics Big Data


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Differentially private empirical risk minimization. K Chaudhuri, C Monteleoni, AD Sarwate Journal of Machine Learning Research 12 (3), 2011	1821	2011
Privacy-preserving logistic regression K Chaudhuri, C Monteleoni Advances in neural information processing systems 21, 2008	864	2008
A general agnostic active learning algorithm S Dasgupta, DJ Hsu, C Monteleoni Advances in neural information processing systems, 353-360, 2007	396	2007
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	277	2009
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	101	2011
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	77	2013
Online learning of non-stationary sequences C Monteleoni, T Jaakkola Advances in Neural Information Processing Systems 16, 2003	76	2003
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	63	2013
Online clustering with experts A Choromanska, C Monteleoni Artificial Intelligence and Statistics, 227-235, 2012	63	2012
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	51	2020
Technological innovation, data analytics, and environmental enforcement RL Glicksman, DL Markell, C Monteleoni Ecology LQ 44, 41, 2017	50	2017
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	44	2007
Cooperative online learning: Keeping your neighbors updated N Cesa-Bianchi, T Cesari, C Monteleoni Algorithmic learning theory, 234-250, 2020	42	2020
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	35	2017
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	35	2015
Climate informatics C Monteleoni, GA Schmidt, FJ Alexander, A Niculescu-Mizil, ... Computational intelligent data analysis for sustainable development, 2013	34	2013

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