Efficient sparse kernel feature extraction based on partial least squares C Dhanjal, SR Gunn, J Shawe-Taylor
IEEE Transactions on Pattern Analysis and Machine Intelligence 31 (8), 1347-1361, 2008
68 2008 Efficient eigen-updating for spectral graph clustering C Dhanjal, R Gaudel, S Clémençon
Neurocomputing 131, 440-452, 2014
59 2014 Design and generalization analysis of orthogonal matching pursuit algorithms Z Hussain, J Shawe-Taylor, DR Hardoon, C Dhanjal
IEEE Transactions on information theory 57 (8), 5326-5341, 2011
39 2011 Metrics and methods for a systematic comparison of fairness-aware machine learning algorithms GP Jones, JM Hickey, PG Di Stefano, C Dhanjal, LC Stoddart, V Vasileiou
arXiv preprint arXiv:2010.03986, 2020
21 2020 Online matrix completion through nuclear norm regularisation C Dhanjal, R Gaudel, S Clémençon
Proceedings of the 2014 SIAM International Conference on Data Mining, 623-631, 2014
16 2014 A k-core decomposition framework for graph clustering C Giatsidis, FD Malliaros, N Tziortziotis, C Dhanjal, E Kiagias, DM Thilikos, ...
arXiv preprint arXiv:1607.02096, 2016
8 2016 Collaborative filtering with localised ranking C Dhanjal, R Gaudel, S Clémençon
Proceedings of the AAAI Conference on Artificial Intelligence 29 (1), 2015
8 2015 Incremental spectral clustering with the normalised laplacian C Dhanjal, R Gaudel, S Clémençon
DISCML-3rd NIPS Workshop on Discrete Optimization in Machine Learning-2011, 2011
8 2011 Sparse feature extraction using generalised partial least squares C Dhanjal, SR Gunn, J Shawe-Taylor
2006 16th IEEE Signal Processing Society Workshop on Machine Learning for …, 2006
8 2006 An empirical comparison of -fold penalisation and cross-validation for model selection in distribution-free regression C Dhanjal, N Baskiotis, S Clémençon, N Usunier
Pattern Analysis and Applications 19 (1), 41-53, 2016
4 2016 Sparse kernel feature extraction C Dhanjal
University of Southampton, 2008
4 2008 Learning reputation in an authorship network C Dhanjal, S Clémençon
Proceedings of the 29th Annual ACM Symposium on Applied Computing, 1724-1726, 2014
3 2014 Dissemination of health information within social networks C Dhanjal, S Blanchemanche, S Clémençon, A Rona-Tas, F Rossi
arXiv preprint arXiv:1211.4235, 2012
3 2012 An introduction to APGL C Dhanjal
Statistics and Applications Group, Telecom ParisTech, 2010
3 2010 AUC Optimisation and Collaborative Filtering C Dhanjal, R Gaudel, S Clémençon
arXiv preprint arXiv:1508.06091, 2015
2 2015 On Recent Advances in Supervised Ranking for Metabolite Profiling C Dhanjal, S Clémençon
arXiv preprint arXiv:1402.1054, 2014
2 2014 The evolution of the Cuban HIV/AIDS network C Dhanjal, S Clémençon, H De Arazoza, F Rossi, VC Tran
arXiv preprint arXiv:1109.2499, 2011
2 2011 Maximising the Quality of Influence C Dhanjal, S Clémencon
SIAM International Conference on Data Mining 2011, 956-967, 2011
1 2011 A stochastic graph-based model for epidemics S Clémençon, C Dhanjal
SDM14-Networks, 2014
2014 An SIR Graph Growth Model for the Epidemics of Communicable Diseases C Dhanjal, S Clémençon
arXiv preprint arXiv:1312.2565, 2013
2013