Novi Quadrianto

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Viktoriia SharmanskaImperial College Research FellowVerified email at imperial.ac.uk
Christoph H. LampertProfessor at IST AustriaVerified email at ist.ac.at
Alex SmolaAmazon Web ServicesVerified email at smola.org
Tiberio CaetanoGradient InstituteVerified email at gradientinstitute.org
Kristian KerstingProfessor of Artificial Intelligence and Machine Learning, hessian.ai, TU Darmstadt, GermanyVerified email at cs.tu-darmstadt.de
Wray BuntineProfessor, MonashVerified email at monash.edu
Zoubin GhahramaniProfessor, University of Cambridge, and Distinguished Researcher, GoogleVerified email at eng.cam.ac.uk
Tinne TuytelaarsKU Leuven - PSI, BelgiumVerified email at esat.kuleuven.be
Cuntai GuanProfessor, Nanyang Technological University, SingaporeVerified email at ntu.edu.sg
Daniel Hernández-LobatoLecturer of Computer Science, Universidad Autónoma de MadridVerified email at uam.es
James PettersonPrincipal Data Scientist, IAGVerified email at nicta.com.au
Quoc V. LeResearch Scientist, Google BrainVerified email at stanford.edu
Oliver ThomasPhD Student, University of SussexVerified email at sussex.ac.uk
Chao ChenStony Brook UniversityVerified email at stonybrook.edu
Le SongGeorgia Institute of TechnologyVerified email at cc.gatech.edu
Sébastien BratièresDirector of AI, TranslatedVerified email at translated.com
S V N VishwanathanAssociate Professor of Statistics and Computer Science, Purdue UniversityVerified email at stat.purdue.edu
José Miguel Hernández-LobatoUniversity Lecturer (US Assistant Professor) University of CambridgeVerified email at cam.ac.uk
Mark D. ReidAppleVerified email at reid.name
Dale SchuurmansResearch Scientist, Google Brain / Professor, University of AlbertaVerified email at cs.ualberta.ca

Novi Quadrianto

Reader in Machine Learning, Predictive Analytics Lab (PAL), University of Sussex

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Sub-band common spatial pattern (SBCSP) for brain-computer interface Q Novi, C Guan, TH Dat, P Xue 2007 3rd International IEEE/EMBS Conference on Neural Engineering, 204-207, 2007	269	2007
Estimating labels from label proportions N Quadrianto, AJ Smola, TS Caetano, QV Le The Journal of Machine Learning Research 10, 2349-2374, 2009	207	2009
Learning to rank using privileged information V Sharmanska, N Quadrianto, CH Lampert Proceedings of the IEEE international conference on computer vision, 825-832, 2013	182	2013
Learning multi-view neighborhood preserving projections N Quadrianto, CH Lampert ICML, 2011	119	2011
Augmented attribute representations V Sharmanska, N Quadrianto, CH Lampert European Conference on Computer Vision, 242-255, 2012	108	2012
Kernelized sorting N Quadrianto, AJ Smola, L Song, T Tuytelaars IEEE transactions on pattern analysis and machine intelligence 32 (10), 1809 …, 2009	99	2009
Multitask learning without label correspondences N Quadrianto, J Petterson, T Caetano, A Smola, S Vishwanathan Advances in Neural Information Processing Systems 23, 1957-1965, 2010	54	2010
Distribution matching for transduction N Quadrianto, J Petterson, A Smola Advances in Neural Information Processing Systems 22, 1500-1508, 2009	45	2009
Recycling privileged learning and distribution matching for fairness N Quadrianto, V Sharmanska Neural Information Processing Systems Foundation, Inc., 2017	38	2017
Mind the nuisance: Gaussian process classification using privileged noise D Hernández-Lobato, V Sharmanska, K Kersting, CH Lampert, ... arXiv preprint arXiv:1407.0179, 2014	38	2014
Kernel conditional quantile estimation via reduction revisited N Quadrianto, K Kersting, MD Reid, TS Caetano, WL Buntine 2009 Ninth IEEE International Conference on Data Mining, 938-943, 2009	38	2009
Beyond dataset bias: Multi-task unaligned shared knowledge transfer T Tommasi, N Quadrianto, B Caputo, CH Lampert Asian Conference on Computer Vision, 1-15, 2012	37	2012
A very simple safe-Bayesian random forest N Quadrianto, Z Ghahramani IEEE Transactions on Pattern Analysis and Machine Intelligence (TPAMI) 37 (6), 2015	32	2015
Learning to transfer privileged information V Sharmanska, N Quadrianto, CH Lampert arXiv preprint arXiv:1410.0389, 2014	29	2014
Discovering fair representations in the data domain N Quadrianto, V Sharmanska, O Thomas Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern …, 2019	26	2019
Beyond 2D-grids: a dependence maximization view on image browsing N Quadrianto, K Kersting, T Tuytelaars, WL Buntine Proceedings of the international conference on Multimedia information …, 2010	24	2010
Ambiguity helps: Classification with disagreements in crowdsourced annotations V Sharmanska, D Hernández-Lobato, J Miguel Hernandez-Lobato, ... Proceedings of the IEEE Conference on Computer Vision and Pattern …, 2016	23	2016
Caching web documents in two or more caches A Smola, K Tsioutsiouliklis, N Quadrianto, G Leung US Patent 8,849,775, 2014	20	2014
Learning based automatic face annotation for arbitrary poses and expressions from frontal images only A Asthana, R Goecke, N Quadrianto, T Gedeon 2009 IEEE Conference on Computer Vision and Pattern Recognition, 1635-1642, 2009	19	2009
GPstruct: Bayesian structured prediction using Gaussian processes S Bratieres, N Quadrianto, Z Ghahramani IEEE transactions on pattern analysis and machine intelligence 37 (7), 1514-1520, 2014	14*	2014

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