| Gaussian process preference elicitation E Bonilla, S Guo, S Sanner The 24th Annual Conference on Neural Information Processing Systems (NIPS'10), 2010 | 113* | 2010 |
| Real-time multiattribute bayesian preference elicitation with pairwise comparison queries S Guo, S Sanner The 13th International Conference on Artificial Intelligence and Statistics …, 2010 | 100 | 2010 |
| Convex Collective Matrix Factorization G Bouchard, D Yin, S Guo The Sixteenth International Conference on Artificial Intelligence and …, 2013 | 92 | 2013 |
| Sparse Bayesian Multi-Task Learning C Archambeau, S Guo, O Zoeter The 25th Annual Conference on Neural Information Processing Systems (NIPS-11), 2011 | 58* | 2011 |
| Probabilistic latent maximal marginal relevance S Guo, S Sanner The 33rd international ACM SIGIR Conference on Research and Development in …, 2010 | 56 | 2010 |
| Score-based Bayesian Skill Learning S Guo, S Sanner, T Graepel, W Buntine European Conference on Machine Learning and Principles and Practice of …, 2012 | 41 | 2012 |
| Connecting comments and tags: improved modeling of social tagging systems D Yin, S Guo, B Chidlovskii, BD Davison, C Archambeau, G Bouchard Proceedings of the sixth ACM international conference on Web search and data …, 2013 | 38 | 2013 |
| Multi-task learning using bayesian model with enforced sparsity and leveraging of task correlations C Archambeau, S Guo, O Zoeter, JM Andreoli US Patent 8,924,315, 2014 | 33 | 2014 |
| Supervised clustering of label ranking data using label preference information M Grbovic, N Djuric, S Guo, S Vucetic Machine learning 93, 191-225, 2013 | 30 | 2013 |
| Gene selection based on mutual information for the classification of multi-class cancer SB Guo, MR Lyu, TM Lok Computational Intelligence and Bioinformatics: International Conference on …, 2006 | 30 | 2006 |
| Diverse retrieval via greedy optimization of expected 1-call@ k in a latent subtopic relevance model S Sanner, S Guo, T Graepel, S Kharazmi, S Karimi The 20th ACM international Conference on Information and Knowledge …, 2011 | 25 | 2011 |
| Probabilistic relational data analysis S Guo, B Chidlovskii, C Archambeau, G Bouchard, D Yin US Patent App. 13/690,071, 2014 | 18 | 2014 |
| Bayesian Recommender Systems: Models and Algorithms S Guo The Australian National University, 2011 | 15 | 2011 |
| Convex collective matrix factorization G Bouchard, D Yin, S Guo US Patent 9,058,303, 2015 | 14 | 2015 |
| Multiattribute bayesian preference elicitation with pairwise comparison queries S Guo, S Sanner The 7th International Conference on Advances in Neural Networks, 396-403, 2010 | 14 | 2010 |
| System and method for generating an occupancy model M Grbovic, OR Zoeter, CR Dance, G Bouchard, S Guo US Patent 9,070,093, 2015 | 13 | 2015 |
| A General Noise Resolution Model for Parking Occupancy Sensors O Zoeter, CR Dance, M Grbovic, S Guo, G Bouchard The 19th World Congress for Intelligent Transportation Systems (ITS-12), 2012 | 6 | 2012 |
| On the Mathematical Relationship between Expected n-call@k and the Relevance vs. Diversity Trade-off KW Lim, S Sanner, S Guo The 35th Annual ACM SIG Information Retrieval Conference 2012 (SIGIR-12), 2012 | 6 | 2012 |
| Long-range temporal correlations in the spontaneous in vivo activity of interneuron in the mouse hippocampus SB Guo, Y Wang, X Yan, L Lin, J Tsien, DS Huang Advanced Intelligent Computing Theories and Applications. With Aspects of …, 2007 | 4 | 2007 |
| Introduction to the special issue on social web mining F Bonchi, W Buntine, R Gavaldá, S Guo ACM Transactions on Intelligent Systems and Technology (TIST) 5 (1), 1-2, 2014 | | 2014 |
