Novi Quadrianto

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Viktoriia SharmanskaImperial College Research FellowVerified email at imperial.ac.uk
Christoph H. LampertInstitute of Science and Technology Austria (ISTA)Verified email at ist.ac.at
Alex SmolaBoson AIVerified email at smola.org
Tiberio CaetanoGradient InstituteVerified email at gradientinstitute.org
Kristian KerstingProfessor of AI & ML, TU Darmstadt, Co-Director hessian.ai, DFKI, Germany, CLAIRE & ELLISVerified email at cs.tu-darmstadt.de
Wray BuntineProfessor, VinUniversityVerified email at vinuni.edu.vn
Zoubin GhahramaniProfessor, University of Cambridge, and Distinguished Researcher, GoogleVerified email at eng.cam.ac.uk
Oliver ThomasPhD Student, University of SussexVerified email at sussex.ac.uk
Cuntai GuanPresident's Chair Professor, Nanyang Technological UniversityVerified email at ntu.edu.sg
Daniel Hernández-LobatoAssociate Professor, Universidad Autónoma de MadridVerified email at uam.es
Quoc V. LeResearch Scientist, GoogleVerified email at stanford.edu
James PettersonPrincipal Data Scientist, IAGVerified email at nicta.com.au
Chao ChenStony Brook UniversityVerified email at stonybrook.edu
Sébastien BratièresDirector of AI, TranslatedVerified email at translated.com
Le SongBiomap, Mohamed bin Zayed University of Artificial IntelligenceVerified email at biomap.com
Gilbert LeungUber Technologies, Inc.Verified email at alum.mit.edu
José Miguel Hernández-LobatoProfessor of Machine Learning, University of CambridgeVerified email at cam.ac.uk
S V N VishwanathanAssociate Professor of Statistics and Computer Science, Purdue UniversityVerified email at stat.purdue.edu
Tatiana TommasiPolitecnico di TorinoVerified email at polito.it
Barbara CaputoDAUIN, Politecnico di TorinoVerified email at polito.it

Novi Quadrianto

Professor of Machine Learning, University of Sussex UK, BCAM Spain, Monash Indonesia

Verified email at sussex.ac.uk - Homepage

Trustworthy 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	364	2007
Estimating labels from label proportions N Quadrianto, AJ Smola, TS Caetano, QV Le The Journal of Machine Learning Research 10, 2349-2374, 2009	273	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	221	2013
Learning multi-view neighborhood preserving projections N Quadrianto, CH Lampert Proceedings of the 28th international conference on machine learning (ICML …, 2011	132	2011
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	121	2019
Augmented attribute representations V Sharmanska, N Quadrianto, CH Lampert Computer Vision–ECCV 2012: 12th European Conference on Computer Vision …, 2012	114	2012
Kernelized sorting N Quadrianto, L Song, A Smola Advances in neural information processing systems 21, 2008	114	2008
Recycling privileged learning and distribution matching for fairness N Quadrianto, V Sharmanska Advances in neural information processing systems 30, 2017	88	2017
Multitask learning without label correspondences N Quadrianto, J Petterson, T Caetano, A Smola, S Vishwanathan Advances in Neural Information Processing Systems 23, 2010	58	2010
A very simple safe-Bayesian random forest N Quadrianto, Z Ghahramani IEEE Transactions on Pattern Analysis and Machine Intelligence (TPAMI) 37 (6), 2015	57	2015
Distribution matching for transduction N Quadrianto, J Petterson, A Smola Advances in Neural Information Processing Systems 22, 2009	51	2009
Beyond dataset bias: Multi-task unaligned shared knowledge transfer T Tommasi, N Quadrianto, B Caputo, CH Lampert Computer Vision–ACCV 2012: 11th Asian Conference on Computer Vision, Daejeon …, 2013	44	2013
Mind the nuisance: Gaussian process classification using privileged noise D Hernández-Lobato, V Sharmanska, K Kersting, CH Lampert, ... Advances in Neural Information Processing Systems 27, 2014	43	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	40	2009
Analysing trade-offs and synergies between SDGs for urban development, food security and poverty alleviation in rapidly changing peri-urban areas: a tool to support inclusive … J Dolley, F Marshall, B Butcher, J Reffin, JA Robinson, B Eray, ... Sustainability Science 15, 1601-1619, 2020	34	2020
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	34	2016
Learning to transfer privileged information V Sharmanska, N Quadrianto, CH Lampert arXiv preprint arXiv:1410.0389, 2014	34	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	31	2010
Caching web documents in two or more caches A Smola, K Tsioutsiouliklis, N Quadrianto, G Leung US Patent 8,849,775, 2014	23	2014
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	22*	2014

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