| Exploring the mode-of-action of bioactive compounds by chemical-genetic profiling in yeast AB Parsons, A Lopez, IE Givoni, DE Williams, CA Gray, J Porter, G Chua, ... Cell 126 (3), 611-625, 2006 | 556 | 2006 |
| A binary variable model for affinity propagation IE Givoni, BJ Frey Neural computation 21 (6), 1589-1600, 2009 | 202 | 2009 |
| HOP-MAP: Efficient Message Passing with High Order Potentials. D Tarlow, IE Givoni, RS Zemel AISTATS 5, 6, 2010 | 169 | 2010 |
| Floss: Facility location for subspace segmentation N Lazic, I Givoni, B Frey, P Aarabi 2009 IEEE 12th International Conference on Computer Vision, 825-832, 2009 | 111 | 2009 |
| Semi-Supervised Affinity Propagation with Instance-Level Constraints. IE Givoni, BJ Frey AISTATS, 161-168, 2009 | 110 | 2009 |
| Matching unstructured product offers to structured product specifications A Kannan, IE Givoni, R Agrawal, A Fuxman Proceedings of the 17th ACM SIGKDD international conference on Knowledge …, 2011 | 109 | 2011 |
| Hierarchical affinity propagation I Givoni, C Chung, BJ Frey arXiv preprint arXiv:1202.3722, 2012 | 108 | 2012 |
| Matching offers to known products A Kannan, IE Givoni US Patent 8,417,651, 2013 | 36 | 2013 |
| Graph Cuts is a Max-Product Algorithm. D Tarlow, IE Givoni, RS Zemel, BJ Frey UAI, 671-680, 2011 | 23 | 2011 |
| Beyond affinity propagation: Message passing algorithms for clustering IE Givoni University of Toronto (Canada), 2012 | 21 | 2012 |
| An online social network-based recommendation system J Aranda, I Givoni, J Handcock, D Tarlow Toronto, Ontario, Canada, 2007 | 21 | 2007 |
| Determining shoal membership using affinity propagation V Quera, FS Beltran, IE Givoni, R Dolado Behavioural brain research 241, 38-49, 2013 | 16 | 2013 |
| Matrix tile analysis I Givoni, V Cheung, BJ Frey arXiv preprint arXiv:1206.6833, 2012 | 9 | 2012 |
| Image labeling with global parameters JDJ Shotton, P Kohli, A Blake, IE Givoni US Patent 8,861,870, 2014 | 8 | 2014 |
| Learning structural element patch models with hierarchical palettes J Chua, I Givoni, R Adams, B Frey Computer Vision and Pattern Recognition (CVPR), 2012 IEEE Conference on …, 2012 | 7 | 2012 |
| Min-Max Propagation C Srinivasa, I Givoni, S Ravanbakhsh, BJ Frey Advances in Neural Information Processing Systems, 5569-5577, 2017 | 6 | 2017 |
| Learning better image representations using ¡flobject analysis¢ PS Li, IE Givoni, BJ Frey Computer Vision and Pattern Recognition (CVPR), 2011 IEEE Conference on …, 2011 | 6 | 2011 |
| Interpreting Graph Cuts as a Max-Product Algorithm D Tarlow, IE Givoni, RS Zemel, BJ Frey arXiv preprint arXiv:1105.1178, 2011 | 3 | 2011 |
| Matching offers to known products A Kannan, IE Givoni US Patent 8,805,753, 2014 | | 2014 |
| Bayesian Painting by Numbers: Flexible Priors for Colour-Invariant Object Recognition JC Chua, IE Givoni, RP Adams, BJ Frey Machine Learning for Computer Vision, 89-117, 2013 | | 2013 |
