Freddie Kalaitzis

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Neil D. LawrenceUniversity of CambridgeVerified email at cl.cam.ac.uk
Julien CornebiseHon. Associate Professor, University College LondonVerified email at ucl.ac.uk
Yarin GalAssociate Professor, University of OxfordVerified email at cs.ox.ac.uk
Michel DeudonEcole PolytechniqueVerified email at polytechnique.edu
Samira Ebrahimi KahouAssociate Professor, École de technologie supérieure/Mila/Canada CIFAR AI ChairVerified email at etsmtl.ca
Yoshua BengioProfessor of computer science, University of Montreal, Mila, IVADO, CIFARVerified email at umontreal.ca
Vincent MichalskiPh.D. candidate at Université de MontréalVerified email at umontreal.ca
Md Rifat ArefinMILA - Quebec AI InstituteVerified email at umontreal.ca
Christian Schroeder de WittUniversity of OxfordVerified email at robots.ox.ac.uk
Matthew ChantryEuropean Centre for Medium-Range Weather ForecastsVerified email at ecmwf.int
Daniele De MartiniPostdoctoral Research Assistant, Oxford Robotics InstituteVerified email at robots.ox.ac.uk
Duncan Watson-ParrisUniversity of California San DiegoVerified email at ucsd.edu
Israel GoytomMilaVerified email at mila.quebec
Kris SankaranAssistant Professor of Statistics, University of Wisconsin - MadisonVerified email at wisc.edu
Valentina ZantedeschiSr Research Scientist - ServiceNow; Adjunt Prof - Laval University; ELLIS memberVerified email at servicenow.com
Anna JungbluthEuropean Space AgencyVerified email at esa.int
Ricardo SilvaProfessor of Statistical Machine Learning and Data Science, Department of Statistical Science, UCLVerified email at stats.ucl.ac.uk
Piotr BilinskiUniversity of OxfordVerified email at robots.ox.ac.uk
Catherine TongUniversity of OxfordVerified email at cs.ox.ac.uk
Atılım Güneş BaydinUniversity of OxfordVerified email at robots.ox.ac.uk

Freddie Kalaitzis

Other namesAlfredo Kalaitzis, Alfredo A. Kalaitzis

Senior Research Fellow, University of Oxford

Verified email at cs.ox.ac.uk - Homepage

Super-Resolution Earth Observation Remote Sensing Computational Statistics AI for Social Good


Title Sort by citations Sort by year Sort by title	Cited by Cited by	Year
A simple approach to ranking differentially expressed gene expression time courses through Gaussian process regression A Kalaitzis, ND Lawrence BMC bioinformatics 12 (1), 180, 2011	114	2011
HighRes-net: Recursive Fusion for Multi-Frame Super-Resolution of Satellite Imagery M Deudon, A Kalaitzis, I Goytom, MR Arefin, Z Lin, K Sankaran, ... arXiv preprint arXiv:2002.06460, 2020	94	2020
Multi-Image Super-Resolution for Remote Sensing using Deep Recurrent Networks MR Arefin, V Michalski, PL St-Charles, A Kalaitzis, S Kim, SE Kahou, ... Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern …, 2020	45	2020
The Bigraphical Lasso A Kalaitzis, J Lafferty, ND Lawrence, S Zhou Proceedings of The 30th International Conference on Machine Learning 28 (3 …, 2013	45	2013
Residual Component Analysis: Generalising PCA for more flexible inference in linear-Gaussian models A Kalaitzis, ND Lawrence Proceedings of the 29th International Conference on Machine Learning, 209–216, 2012	37*	2012
A large-scale crowd-sourced analysis of abuse against women journalists and politicians on Twitter L Delisle, A Kalaitzis, K Majewski, A de Berker, M Marin, J Cornebise NeurIPS 2018 AI for Social Good workshop, 2018	35*	2018
Open high-resolution satellite imagery: The worldstrat dataset–with application to super-resolution J Cornebise, I Oršolić, F Kalaitzis Advances in Neural Information Processing Systems 35, 25979-25991, 2022	21*	2022
RainBench: Towards Data-Driven Global Precipitation Forecasting from Satellite Imagery CS de Witt, C Tong, V Zantedeschi, D De Martini, F Kalaitzis, M Chantry, ... Proceedings of the AAAI Conference on Artificial Intelligence 35 (17), 14902 …, 2021	21*	2021
Multi-spectral multi-image super-resolution of Sentinel-2 with radiometric consistency losses and its effect on building delineation MT Razzak, G Mateo-García, G Lecuyer, L Gómez-Chova, Y Gal, ... ISPRS Journal of Photogrammetry and Remote Sensing 195, 1-13, 2023	16	2023
Counting Cows: Tracking Illegal Cattle Ranching From High-Resolution Satellite Imagery I Laradji, P Rodriguez, F Kalaitzis, D Vazquez, R Young, E Davey, ... arXiv preprint arXiv:2011.07369, 2020	15	2020
Prediction of GNSS Phase Scintillations: A Machine Learning Approach K Lamb, G Malhotra, A Vlontzos, E Wagstaff, AG Baydin, A Bhiwandiwalla, ... arXiv preprint arXiv:1910.01570, 2019	12	2019
Flexible sampling of discrete data correlations without the marginal distributions A Kalaitzis, R Silva Advances in Neural Information Processing Systems 26, 2517-2525, 2013	12	2013
gptk: Gaussian processes tool-kit AA Kalaitzis, P Gao, A Honkela, ND Lawrence	11	2010
On Transfer Learning for Building Damage Assessment from Satellite Imagery in Emergency Contexts I Bouchard, MÈ Rancourt, D Aloise, F Kalaitzis Remote Sensing 14 (11), 2532, 2022	9	2022
Predicting gaming related properties from twitter profiles A Kalaitzis, MI Gorinova, Y Lewenberg, Y Bachrach, M Fagan, D Carignan, ... 2016 IEEE Second International Conference on Big Data Computing Service and …, 2016	8*	2016
Image inpainting with Gaussian processes A Kalaitzis Master of Science Thesis, School of Informatics, University of Edinburgh, 2009	8	2009
Bayesian inference via projections R Silva, A Kalaitzis Statistics and Computing 25, 739-753, 2015	6	2015
Pix2Streams: Dynamic Hydrology Maps from Satellite-LiDAR Fusion D Garcia, G Mateo-Garcia, H Bernhardt, R Hagensieker, IGL Francos, ... arXiv preprint arXiv:2011.07584, 2020	4	2020
Using Artificial Intelligence to Scale up Human Rights Research: A Case Study on Darfur M Marin, F Kalaitzis, B Price Amnesty International & Citizen Evidence Lab, July 6, 2020	4	2020
Single-Frame Super-Resolution of Solar Magnetograms: Investigating Physics-Based Metrics and Losses A Jungbluth, X Gitiaux, SA Maloney, C Shneider, PJ Wright, A Kalaitzis, ... arXiv preprint arXiv:1911.01490, 2019	4	2019

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