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, TU DarmstadtVerified email at cs.tu-darmstadt.de
Wray BuntineProfessor, MonashVerified email at monash.edu
Zoubin GhahramaniProfessor, University of Cambridge, and Chief Scientist, UberVerified email at eng.cam.ac.uk
Cuntai GuanProfessor, Nanyang Technological University (NTU), Singapore; IEEE FellowVerified email at ntu.edu.sg
James PettersonPrincipal Data Scientist, IAGVerified email at nicta.com.au
Daniel Hernández-LobatoLecturer of Computer Science, Universidad Autónoma de MadridVerified email at uam.es
Quoc V. LeResearch Scientist, Google BrainVerified email at stanford.edu
Le SongGeorgia Institute of TechnologyVerified email at cc.gatech.edu
Sébastien BratièresDirector of AI, TranslatedVerified email at translated.com
Chao ChenStony Brook UniversityVerified email at stonybrook.edu
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
Dale SchuurmansResearch Scientist, Google Brain / Professor, University of AlbertaVerified email at cs.ualberta.ca
Tatiana TommasiPolitecnico di TorinoVerified email at polito.it
Barbara CaputoPolitecnico di Torino & Italian Institute of TechnologyVerified email at polito.it
Mark D. ReidAppleVerified email at reid.name

Novi Quadrianto

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

Verified email at sussex.ac.uk - Homepage

Statistical Machine Learning


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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	252	2007
Estimating labels from label proportions N Quadrianto, AJ Smola, TS Caetano, QV Le The Journal of Machine Learning Research 10, 2349-2374, 2009	196	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	167	2013
Learning multi-view neighborhood preserving projections N Quadrianto, CH Lampert ICML, 2011	114	2011
Kernelized sorting N Quadrianto, L Song, A Smola Advances in neural information processing systems 21, 1289-1296, 2008	97	2008
Augmented attribute representations V Sharmanska, N Quadrianto, CH Lampert European Conference on Computer Vision, 242-255, 2012	96	2012
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	50	2010
Distribution matching for transduction N Quadrianto, J Petterson, A Smola Advances in Neural Information Processing Systems 22, 1500-1508, 2009	42	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
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	36	2009
Mind the nuisance: Gaussian process classification using privileged noise D Hernández-Lobato, V Sharmanska, K Kersting, CH Lampert, ... Advances in Neural Information Processing Systems, 837-845, 2014	32	2014
Recycling privileged learning and distribution matching for fairness N Quadrianto, V Sharmanska Advances in Neural Information Processing Systems, 677-688, 2017	31	2017
A very simple safe-Bayesian random forest N Quadrianto, Z Ghahramani IEEE Transactions on Pattern Analysis and Machine Intelligence (TPAMI) 37 (6), 2015	27	2015
Learning to transfer privileged information V Sharmanska, N Quadrianto, CH Lampert arXiv preprint arXiv:1410.0389, 2014	24	2014
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	19	2016
Caching web documents in two or more caches A Smola, K Tsioutsiouliklis, N Quadrianto, G Leung US Patent 8,849,775, 2014	19	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	18	2009
Discovering fair representations in the data domain N Quadrianto, V Sharmanska, O Thomas Proceedings of the IEEE Conference on Computer Vision and Pattern …, 2019	15	2019
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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