Claire Monteleoni

Cited by

	All	Since 2018
Citations	4002	2423
h-index	22	18
i10-index	30	22

560

280

140

420

20062007200820092010201120122013201420152016201720182019202020212022202321 22 31 70 74 97 131 149 169 210 249 299 293 409 471 545 510 195

Public access

View all

6 articles

0 articles

available

not available

Based on funding mandates

Co-authors

Kamalika ChaudhuriProfessor of Computer Science, UCSD. Research Scientist, Meta AIVerified email at ucsd.edu
Anand SarwateAssociate Professor, Rutgers UniversityVerified email at rutgers.edu
Gavin SchmidtNASA GISSVerified email at nasa.gov
Anna ChoromanskaNew York UniversityVerified email at nyu.edu
Daniel HsuColumbia UniversityVerified email at cs.columbia.edu
Tony JebaraSpotifyVerified email at spotify.com
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 GangulyCollege of Engineering Distinguished Professor, Fellow ASCE, Northeastern University, Boston, MAVerified email at northeastern.edu
Alexandru Niculescu-MizilNEC Laboratories AmericaVerified email at nec-labs.com
Francis AlexanderBrookhaven National LaboratoryVerified email at bnl.gov
Gabe SibleyUniversity of ColoradoVerified email at colorado.edu
Dorian Gálvez-LópezNianticVerified email at nianticlabs.com
Hari BalakrishnanMITVerified email at csail.mit.edu
Jason E. SmerdonLamont Research Professor, Lamont-Doherty Earth Observatory of Columbia UniversityVerified email at ldeo.columbia.edu
Arindam BanerjeeFounder Professor, Dept of Computer Science, University of Illinois Urbana-ChampaignVerified email at illinois.edu
M. Benno BlumenthalData Library Manager, International Research Institute for Climate and Society at ColumbiaVerified email at iri.columbia.edu
Nick FeamsterNeubauer Professor of Computer Science, University of ChicagoVerified email at uchicago.edu
Krzysztof ChoromanskiGoogle Brain Robotics New York & Columbia UniversityVerified email at columbia.edu
Haimonti DuttaDepartment of Management Science and Systems, University at Buffalo, New YorkVerified email at buffalo.edu

Claire Monteleoni

INRIA & University of Colorado Boulder

Verified email at colorado.edu - Homepage

Machine Learning AI Climate Informatics Big Data


Title Sort by citations Sort by year Sort by title	Cited by Cited by	Year
Differentially private empirical risk minimization. K Chaudhuri, C Monteleoni, AD Sarwate Journal of Machine Learning Research 12 (3), 2011	1437	2011
Privacy-preserving logistic regression K Chaudhuri, C Monteleoni Advances in neural information processing systems 21, 2008	725	2008
A general agnostic active learning algorithm S Dasgupta, DJ Hsu, C Monteleoni Advances in neural information processing systems, 353-360, 2007	358	2007
Analysis of Perceptron-Based Active Learning. S Dasgupta, AT Kalai, A Tauman Journal of Machine Learning Research 10 (2), 2009	300*	2009
Streaming k-means approximation N Ailon, R Jaiswal, C Monteleoni Advances in neural information processing systems 22, 2009	260	2009
Tracking climate models C Monteleoni, GA Schmidt, S Saroha, E Asplund Statistical Analysis and Data Mining: The ASA Data Science Journal 4 (4 …, 2011	92	2011
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	78*	2020
Online learning of non-stationary sequences C Monteleoni, T Jaakkola Advances in Neural Information Processing Systems 16, 2003	76	2003
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	67	2013
Online clustering with experts A Choromanska, C Monteleoni Artificial Intelligence and Statistics, 227-235, 2012	56	2012
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	44	2013
Practical online active learning for classification C Monteleoni, M Kaariainen 2007 IEEE Conference on Computer Vision and Pattern Recognition, 1-8, 2007	43	2007
Technological innovation, data analytics, and environmental enforcement RL Glicksman, DL Markell, C Monteleoni Ecology LQ 44, 41, 2017	42	2017
Global climate model tracking using geospatial neighborhoods S McQuade, C Monteleoni Proceedings of the AAAI Conference on Artificial Intelligence 26 (1), 335-341, 2012	35	2012
On Lloyd’s algorithm: new theoretical insights for clustering in practice C Tang, C Monteleoni Artificial Intelligence and Statistics, 1280-1289, 2016	31	2016
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	31	2015
Cooperative online learning: Keeping your neighbors updated N Cesa-Bianchi, T Cesari, C Monteleoni Algorithmic learning theory, 234-250, 2020	27	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	27	2017
A semi-supervised learning approach to differential privacy G Jagannathan, C Monteleoni, K Pillaipakkamnatt 2013 IEEE 13th International Conference on Data Mining Workshops, 841-848, 2013	27	2013
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	24	2020

The system can't perform the operation now. Try again later.

Articles 1–20

Citations per year

Duplicate citations

Merged citations

Add co-authorsCo-authors

Follow

Cited by

Co-authors