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 |