Amos Storkey

Cited by

	All	Since 2017
Citations	11137	8002
h-index	44	34
i10-index	88	62

2500

1250

625

1875

2003200420052006200720082009201020112012201320142015201620172018201920202021202231 32 39 60 95 116 183 255 264 255 386 356 418 510 574 862 1352 1843 2423 924

Public access

View all

45 articles

4 articles

available

not available

Based on funding mandates

Co-authors

Harrison EdwardsOpenAIVerified email at openai.com
Antreas AntoniouUniversity of EdinburghVerified email at sms.ed.ac.uk
Elliot J. CrowleyLecturer in Machine Learning and Computer Vision, University of EdinburghVerified email at ed.ac.uk
Jonathan D. ClaydenAssociate Professor of Neuroimaging and Biophysics, UCL GOS Institute of Child HealthVerified email at ucl.ac.uk
Krzysztof J. GorgolewskiGoogleVerified email at google.com
Cyril PernetSenior RSE, Neurobiology Research Unit, Copenhagen University Hospital, RigshospitaletVerified email at nru.dk
Michael O'BoyleProfessor of Computer Science, University of EdinburghVerified email at inf.ed.ac.uk
Marc ToussaintProfessor of Computer Science, TU Berlin, GermanyVerified email at tu-berlin.de
Jack TurnerReservoir LabsVerified email at reservoir.com
Yoshua BengioProfessor of computer science, University of Montreal, Mila, IVADO, CIFARVerified email at umontreal.ca
Asja FischerProfessor for Machine Learning, Ruhr University BochumVerified email at ini.rub.de
Stanisław JastrzębskiCTO 👨💻 & CSO 🧪 @ Molecule.OneVerified email at molecule.one
Paul MicaelliPhD Student, University of EdinburghVerified email at ed.ac.uk
Chris WilliamsProfessor of Machine Learning, University of EdinburghVerified email at inf.ed.ac.uk
Yuri BurdaOpenAIVerified email at openai.com
Susana Muñoz ManiegaResearch Fellow, University of EdinburghVerified email at ed.ac.uk
Massimiliano PatacchiolaUniversity of Cambridge, Postdoctoral ResearcherVerified email at cam.ac.uk
David P. ReichertGoogle DeepMindVerified email at google.com
Luke DarlowUniversity of Edinburgh (CDT in Data Science)Verified email at sms.ed.ac.uk
Romain ValabregueCENIR ICMVerified email at upmc.fr

Amos Storkey

Professor of Machine Learning and AI, School of Informatics, University of Edinburgh, UK

Verified email at ed.ac.uk - Homepage

Machine Learning Deep Learning Meta-Learning Prediction Markets Bayesian Methods


Title Sort by citations Sort by year Sort by title	Cited by Cited by	Year
The PASCAL visual object classes challenge 2007 (VOC2007) results M Everingham, A Zisserman, CKI Williams, L Van Gool, M Allan, ...	2591	2008
Data augmentation generative adversarial networks A Antoniou, A Storkey, H Edwards arXiv preprint arXiv:1711.04340, 2017	812	2017
Exploration by random network distillation Y Burda, H Edwards, A Storkey, O Klimov arXiv preprint arXiv:1810.12894, 2018	634	2018
Meta-learning in neural networks: A survey T Hospedales, A Antoniou, P Micaelli, A Storkey arXiv preprint arXiv:2004.05439, 2020	555	2020
Large-scale study of curiosity-driven learning Y Burda, H Edwards, D Pathak, A Storkey, T Darrell, AA Efros arXiv preprint arXiv:1808.04355, 2018	505	2018
How to train your MAML A Antoniou, H Edwards, A Storkey arXiv preprint arXiv:1810.09502, 2018	393	2018
Censoring Representations with an Adversary H Edwards, A Storkey Proceedings of ICLR and arXiv preprint arXiv:1511.05897, 2015	393	2015
Towards a neural statistician H Edwards, A Storkey arXiv preprint arXiv:1606.02185, 2016	356	2016
The 2005 pascal visual object classes challenge M Everingham, A Zisserman, CKI Williams, LV Gool, M Allan, CM Bishop, ... Machine Learning Challenges Workshop, 117-176, 2005	323	2005
When training and test sets are different: characterizing learning transfer A Storkey Dataset shift in machine learning 30, 3-28, 2009	285	2009
Three factors influencing minima in sgd S Jastrzębski, Z Kenton, D Arpit, N Ballas, A Fischer, Y Bengio, A Storkey arXiv preprint arXiv:1711.04623, 2017	276	2017
Probabilistic inference for solving discrete and continuous state Markov Decision Processes M Toussaint, A Storkey Proceedings of the 23rd international conference on Machine learning, 945-952, 2006	239	2006
Training deep convolutional neural networks to play go C Clark, A Storkey arXiv:1412.3409, 2014, and Proceedings of the 32nd International Conference …, 2014	216	2014
Test–retest reliability of structural brain networks from diffusion MRI CR Buchanan, CR Pernet, KJ Gorgolewski, AJ Storkey, ME Bastin Neuroimage 86, 231-243, 2014	136	2014
Cinic-10 is not imagenet or cifar-10 LN Darlow, EJ Crowley, A Antoniou, AJ Storkey arXiv preprint arXiv:1810.03505, 2018	132	2018
Mixture regression for covariate shift AJ Storkey, M Sugiyama Advances in Neural Information Processing Systems, 1337-1344, 2006	113*	2006
The basins of attraction of a new Hopfield learning rule AJ Storkey, R Valabregue Neural Networks 12 (6), 869-876, 1999	111	1999
Probabilistic inference for solving (PO)MDPs M Toussaint, S Harmeling, A Storkey School of Informatics Technical Report, 2006	105	2006
TractoR: magnetic resonance imaging and tractography with R JD Clayden, SM Maniega, AJ Storkey, MD King, ME Bastin, CA Clark Journal of Statistical Software 44, 1-18, 2011	104	2011
Zero-shot knowledge transfer via adversarial belief matching P Micaelli, AJ Storkey Advances in Neural Information Processing Systems 32, 2019	100	2019

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 this author

Cited by

Co-authors