| 2016 | IJCAI | Fast Learning from Distributed Datasets without Entity Matching. | Giorgio Patrini, Richard Nock, Stephen Hardy, Tibrio S. Caetano |
| 2016 | WSDM | Evolution of Privacy Loss in Wikipedia. | Marian-Andrei Rizoiu, Lexing Xie, Tibrio S. Caetano, Manuel Cebrin |
| 2014 | ICML | Finito: A faster, permutable incremental gradient method for big data problems. | Aaron Defazio, Justin Domke, Tibrio S. Caetano |
| 2012 | ICML | A Graphical Model Formulation of Collaborative Filtering Neighbourhood Methods with Fast Maximum Entropy Training. | Aaron Defazio, Tibrio S. Caetano |
| 2012 | ICPRAM | The Interplay of Statistical and Structural Pattern Recognition from a Machine Learning Perspective. | Tibrio S. Caetano |
| 2010 | CVPR | Unified graph matching in Euclidean spaces. | Julian J. McAuley, Teofilo de Campos, Tibrio S. Caetano |
| 2010 | DICTA | Sparse Update for Loopy Belief Propagation: Fast Dense Registration for Large State Spaces. | Pengdong Xiao, Nick Barnes, Paulette Lieby, Tibrio S. Caetano |
| 2010 | ICML | Exploiting Data-Independence for Fast Belief-Propagation. | Julian J. McAuley, Tibrio S. Caetano |
| 2009 | CVPR | Shape classification through structured learning of matching measures. | Longbin Chen, Julian J. McAuley, Rogrio Schmidt Feris, Tibrio S. Caetano, Matthew Turk |
| 2009 | DICTA | Applying Sum and Max Product Algorithms of Belief Propagation to 3D Shape Matching and Registration. | Pengdong Xiao, Nick Barnes, Paulette Lieby, Tibrio S. Caetano |
| 2009 | ICDM | Kernel Conditional Quantile Estimation via Reduction Revisited. | Novi Quadrianto, Kristian Kersting, Mark D. Reid, Tibrio S. Caetano, Wray L. Buntine |
| 2008 | ICML | Estimating labels from label proportions. | Novi Quadrianto, Alexander J. Smola, Tibrio S. Caetano, Quoc V. Le |
| 2007 | CVPR | An MRF and Gaussian Curvature Based Shape Representation for Shape Matching. | Pengdong Xiao, Nick Barnes, Tibrio S. Caetano, Paulette Lieby |
| 2007 | ICCV | Learning Graph Matching. | Tibrio S. Caetano, Li Cheng, Quoc V. Le, Alexander J. Smola |
| 2006 | ICML | Learning high-order MRF priors of color images. | Julian J. McAuley, Tibrio S. Caetano, Alexander J. Smola, Matthias O. Franz |
| 2006 | ICPR | A Unified Formulation of Invariant Point Pattern Matching. | Tibrio S. Caetano, Terry Caelli |
| 2006 | ISI | An Embedded Bayesian Network Hidden Markov Model for Digital Forensics. | Olivier Y. de Vel, Nianjun Liu, Terry Caelli, Tibrio S. Caetano |
| 2004 | CVPR | Graphical Models for Graph Matching. | Tibrio S. Caetano, Terry Caelli, Dante Augusto Couto Barone |
| 2004 | ICPR | A Comparison of Junction Tree and Relaxation Algorithms for Point Matching using Different Distance Metrics. | Tibrio S. Caetano, Terry Caelli, Dante Augusto Couto Barone |
| 2004 | SSPR | An Optimal Probabilistic Graphical Model for Point Set Matching. | Tibrio S. Caetano, Terry Caelli, Dante Augusto Couto Barone |
| 2001 | ICIAP | A Probabilistic Model for the Human Skin Color. | Tibrio S. Caetano, Dante Augusto Couto Barone |