Novi Quadrianto
Novi Quadrianto
Reader in Machine Learning, Predictive Analytics Lab (WeArePAL), University of Sussex
Подтвержден адрес электронной почты в домене - Главная страница
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
Estimating labels from label proportions
N Quadrianto, AJ Smola, TS Caetano, QV Le
The Journal of Machine Learning Research 10, 2349-2374, 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
Learning multi-view neighborhood preserving projections
N Quadrianto, CH Lampert
ICML, 2011
Augmented attribute representations
V Sharmanska, N Quadrianto, CH Lampert
European Conference on Computer Vision, 242-255, 2012
Kernelized sorting
N Quadrianto, AJ Smola, L Song, T Tuytelaars
IEEE transactions on pattern analysis and machine intelligence 32 (10), 1809 …, 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
Recycling privileged learning and distribution matching for fairness
N Quadrianto, V Sharmanska
Advances in Neural Information Processing Systems 30, 677-688, 2017
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
Distribution matching for transduction
N Quadrianto, J Petterson, A Smola
Advances in Neural Information Processing Systems 22, 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, 837-845, 2014
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
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
A very simple safe-Bayesian random forest
N Quadrianto, Z Ghahramani
IEEE Transactions on Pattern Analysis and Machine Intelligence (TPAMI) 37 (6), 2015
Learning to transfer privileged information
V Sharmanska, N Quadrianto, CH Lampert
arXiv preprint arXiv:1410.0389, 2014
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
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
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
Composing tree graphical models with persistent homology features for clustering mixed-type data
X Ni, N Quadrianto, Y Wang, C Chen
International Conference on Machine Learning, 2622-2631, 2017
Optimal Web-Scale Tiering as a Flow Problem.
G Leung, N Quadrianto, AJ Smola, K Tsioutsiouliklis
NIPS, 1333-1341, 2010
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