Novi Quadrianto
Novi Quadrianto
Senior Lecturer (US eq. Associate Professor), Predictive Analytics Lab (PAL), University of Sussex
Verified email at sussex.ac.uk - Homepage
TitleCited byYear
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
2032007
Estimating labels from label proportions
N Quadrianto, AJ Smola, TS Caetano, QV Le
The Journal of Machine Learning Research 10, 2349-2374, 2009
1612009
Learning to rank using privileged information
V Sharmanska, N Quadrianto, CH Lampert
Proceedings of the IEEE International Conference on Computer Vision, 825-832, 2013
1432013
Learning multi-view neighborhood preserving projections
N Quadrianto, C Lampert
Proceedings of the 28 th International Conference on Machine Learning …, 2011
1052011
Augmented attribute representations
V Sharmanska, N Quadrianto, CH Lampert
European Conference on Computer Vision, 242-255, 2012
862012
Kernelized sorting
N Quadrianto, L Song, AJ Smola
Advances in neural information processing systems, 1289-1296, 2009
862009
Multitask learning without label correspondences
N Quadrianto, J Petterson, TS Caetano, AJ Smola, S Vishwanathan
Advances in Neural Information Processing Systems, 1957-1965, 2010
402010
Distribution matching for transduction
N Quadrianto, J Petterson, AJ Smola
Advances in Neural Information Processing Systems, 1500-1508, 2009
402009
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
362012
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
312009
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
262014
A very simple safe-Bayesian random forest
N Quadrianto, Z Ghahramani
IEEE Transactions on Pattern Analysis and Machine Intelligence (TPAMI) 37 (6), 2015
212015
Learning to transfer privileged information
V Sharmanska, N Quadrianto, CH Lampert
arXiv preprint arXiv:1410.0389, 2014
212014
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
212010
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
172009
Recycling privileged learning and distribution matching for fairness
N Quadrianto, V Sharmanska
Advances in Neural Information Processing Systems, 677-688, 2017
122017
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
12*2014
Convex relaxation of mixture regression with efficient algorithms
N Quadrianto, J Lim, D Schuurmans, TS Caetano
Advances in Neural Information Processing Systems, 1491-1499, 2009
112009
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
102016
Optimal web-scale tiering as a flow problem
G Leung, N Quadrianto, K Tsioutsiouliklis, AJ Smola
Advances in Neural Information Processing Systems, 1333-1341, 2010
102010
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Articles 1–20