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
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, Translated. Managing Director, Pi School.Verified email at translated.com
Le SongBiomap, Mohamed bin Zayed University of Artificial IntelligenceVerified email at biomap.com
José Miguel Hernández-LobatoProfessor of Machine Learning, University of CambridgeVerified email at cam.ac.uk
Gilbert LeungUber Technologies, Inc.Verified email at alum.mit.edu
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
Mark D. ReidAppleVerified email at reid.name

Novi Quadrianto

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

Verified email at sussex.ac.uk - Homepage

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Title Sort by citations Sort by year Sort by title	Cited by Cited by	Year
Estimating labels from label proportions N Quadrianto, AJ Smola, TS Caetano, QV Le The Journal of Machine Learning Research 10, 2349-2374, 2009	284	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	227	2013
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	153	2019
Learning multi-view neighborhood preserving projections N Quadrianto, CH Lampert Proceedings of the 28th international conference on machine learning (ICML …, 2011	135	2011
Augmented attribute representations V Sharmanska, N Quadrianto, CH Lampert Computer Vision–ECCV 2012: 12th European Conference on Computer Vision …, 2012	115	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	107	2017
A very simple safe-Bayesian random forest N Quadrianto, Z Ghahramani IEEE Transactions on Pattern Analysis and Machine Intelligence (TPAMI) 37 (6), 2015	72	2015
Multitask learning without label correspondences N Quadrianto, J Petterson, T Caetano, A Smola, S Vishwanathan Advances in Neural Information Processing Systems 23, 2010	59	2010
Distribution matching for transduction N Quadrianto, J Petterson, A Smola Advances in Neural Information Processing Systems 22, 2009	54	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 27, 2014	45	2014
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	43	2013
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	42	2020
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	41	2009
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	40	2016
Learning to transfer privileged information V Sharmanska, N Quadrianto, CH Lampert arXiv preprint arXiv:1410.0389, 2014	36	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	32	2010
Null-sampling for interpretable and fair representations T Kehrenberg, M Bartlett, O Thomas, N Quadrianto Computer Vision–ECCV 2020: 16th European Conference, Glasgow, UK, August 23 …, 2020	30	2020
Tuning fairness by balancing target labels T Kehrenberg, Z Chen, N Quadrianto Frontiers in artificial intelligence 3, 33, 2020	24*	2020
Contrastive examples for addressing the tyranny of the majority V Sharmanska, LA Hendricks, T Darrell, N Quadrianto arXiv preprint arXiv:2004.06524, 2020	24	2020

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