A Probabilistic Model for the Human Skin Color. - Tibério S. Caetano; Dante Augusto Couto Barone (ICIAP, 2001)

Performance Evaluation of Single and Multiple-Gaussian Models for Skin Color Modeling. - Tibério S. Caetano; Sílvia D. Olabarriaga; Dante Augusto Couto Barone (SIBGRAPI, 2002)

Do mixture models in chromaticity space improve skin detection? - Tibério S. Caetano; Sílvia D. Olabarriaga; Dante Augusto Couto Barone (Pattern Recognit., 2003)

Graphical Models for Graph Matching. - Tibério S. Caetano; Terry Caelli; Dante Augusto Couto Barone (CVPR (2), 2004)

A Comparison of Junction Tree and Relaxation Algorithms for Point Matching using Different Distance Metrics. - Tibério S. Caetano; Terry Caelli; Dante Augusto Couto Barone (ICPR (2), 2004)

An Optimal Probabilistic Graphical Model for Point Set Matching. - Tibério S. Caetano; Terry Caelli; Dante Augusto Couto Barone (SSPR/SPR, 2004)

Modelos Gráficos e Casamento de Padrões de Pontos. - Tibério S. Caetano (2004)

Graphical models for graph matching: Approximate models and optimal algorithms. - Terry Caelli; Tibério S. Caetano (Pattern Recognit. Lett., 2005)

Learning high-order MRF priors of color images. - Julian J. McAuley; Tibério S. Caetano; Alexander J. Smola; Matthias O. Franz (ICML, 2006)

A Unified Formulation of Invariant Point Pattern Matching. - Tibério S. Caetano; Terry Caelli (ICPR (3), 2006)

An Embedded Bayesian Network Hidden Markov Model for Digital Forensics. - Olivier Y. de Vel; Nianjun Liu; Terry Caelli; Tibério S. Caetano (ISI, 2006)

Graphical Models and Point Pattern Matching. - Tibério S. Caetano; Terry Caelli; Dale Schuurmans; Dante Augusto Couto Barone (IEEE Trans. Pattern Anal. Mach. Intell., 2006)

Approximating the problem, not the solution: An alternative view of point set matching. - Tibério S. Caetano; Terry Caelli (Pattern Recognit., 2006)

An MRF and Gaussian Curvature Based Shape Representation for Shape Matching. - Pengdong Xiao; Nick Barnes; Tibério S. Caetano; Paulette Lieby (CVPR, 2007)

Learning Graph Matching. - Tibério S. Caetano; Li Cheng 001; Quoc V. Le; Alexander J. Smola (ICCV, 2007)

High-Order Nonparametric Belief-Propagation for Fast Image Inpainting - Julian John McAuley; Tibério S. Caetano (CoRR, 2007)

Robust Near-Isometric Matching via Structured Learning of Graphical Models. - Julian J. McAuley; Tibério S. Caetano; Alexander J. Smola (NIPS, 2008)

Graph Rigidity, Cyclic Belief Propagation, and Point Pattern Matching. - Julian J. McAuley; Tibério S. Caetano; Marconi S. Barbosa (IEEE Trans. Pattern Anal. Mach. Intell., 2008)

Shape classification through structured learning of matching measures. - Longbin Chen; Julian J. McAuley; Rogério Schmidt Feris; Tibério S. Caetano; Matthew Turk 001 (CVPR, 2009)

Applying Sum and Max Product Algorithms of Belief Propagation to 3D Shape Matching and Registration. - Pengdong Xiao; Nick Barnes; Paulette Lieby; Tibério S. Caetano (DICTA, 2009)

Kernel Conditional Quantile Estimation via Reduction Revisited. - Novi Quadrianto; Kristian Kersting; Mark D. Reid; Tibério S. Caetano; Wray L. Buntine (ICDM, 2009)

Exponential Family Graph Matching and Ranking. - James Petterson; Tibério S. Caetano; Julian J. McAuley; Jin Yu (NIPS, 2009)

Convex Relaxation of Mixture Regression with Efficient Algorithms. - Novi Quadrianto; Tibério S. Caetano; John Lim; Dale Schuurmans (NIPS, 2009)

Scalable Inference for Latent Dirichlet Allocation - James Petterson; Tibério S. Caetano (CoRR, 2009)

Exact Inference in Graphical Models: is There More to it? - Julian J. McAuley; Tibério S. Caetano (CoRR, 2009)

An expected-case sub-cubic solution to the all-pairs shortest path problem in R - Julian J. McAuley; Tibério S. Caetano (CoRR, 2009)

Estimating Labels from Label Proportions. - Novi Quadrianto; Alexander J. Smola; Tibério S. Caetano; Quoc V. Le (J. Mach. Learn. Res., 2009)

Learning Graph Matching. - Tibério S. Caetano; Julian J. McAuley; Li Cheng 001; Quoc V. Le; Alexander J. Smola (IEEE Trans. Pattern Anal. Mach. Intell., 2009)

Unified graph matching in Euclidean spaces. - Julian J. McAuley; Teofilo de Campos; Tibério S. Caetano (CVPR, 2010)

Sparse Update for Loopy Belief Propagation: Fast Dense Registration for Large State Spaces. - Pengdong Xiao; Nick Barnes; Paulette Lieby; Tibério S. Caetano (DICTA, 2010)

Exploiting Data-Independence for Fast Belief-Propagation. - Julian J. McAuley; Tibério S. Caetano (ICML, 2010)

Reverse Multi-Label Learning. - James Petterson; Tibério S. Caetano (NIPS, 2010)

Word Features for Latent Dirichlet Allocation. - James Petterson; Alexander J. Smola; Tibério S. Caetano; Wray L. Buntine; Shravan M. Narayanamurthy (NIPS, 2010)

Multitask Learning without Label Correspondences. - Novi Quadrianto; Alexander J. Smola; Tibério S. Caetano; S. V. N. Vishwanathan; James Petterson (NIPS, 2010)

Conditional Random Fields and Support Vector Machines: A Hybrid Approach - Qinfeng Shi; Mark D. Reid; Tibério S. Caetano (CoRR, 2010)

Exploiting Within-Clique Factorizations in Junction-Tree Algorithms. - Julian J. McAuley; Tibério S. Caetano (AISTATS, 2010)

Graphical Models. - Julian J. McAuley; Tibério S. Caetano; Wray L. Buntine (Encyclopedia of Machine Learning, 2010)

Optimization of Robust Loss Functions for Weakly-Labeled Image Taxonomies: An ImageNet Case Study. - Julian J. McAuley; Arnau Ramisa; Tibério S. Caetano (EMMCVPR, 2011)

Submodular Multi-Label Learning. - James Petterson; Tibério S. Caetano (NIPS, 2011)

Faster Algorithms for Max-Product Message-Passing. - Julian J. McAuley; Tibério S. Caetano (J. Mach. Learn. Res., 2011)

A Graphical Model Formulation of Collaborative Filtering Neighbourhood Methods with Fast Maximum Entropy Training. - Aaron Defazio; Tibério S. Caetano (ICML, 2012)

The Interplay of Statistical and Structural Pattern Recognition from a Machine Learning Perspective. - Tibério S. Caetano (ICPRAM (1), 2012)

A Convex Formulation for Learning Scale-Free Networks via Submodular Relaxation. - Aaron Defazio; Tibério S. Caetano (NIPS, 2012)

Learning as MAP Inference in Discrete Graphical Models. - Xianghang Liu; James Petterson; Tibério S. Caetano (NIPS, 2012)

AI@NICTA. - Nick Barnes; Peter Baumgartner 001; Tibério S. Caetano; Hugh F. Durrant-Whyte; Gerwin Klein; Penelope Sanderson; Abdul Sattar 001; Peter J. Stuckey; Sylvie Thiébaux; Pascal Van Hentenryck; Toby Walsh (AI Mag., 2012)

Fast matching of large point sets under occlusions. - Julian J. McAuley; Tibério S. Caetano (Pattern Recognit., 2012)

Dimensionality reduction via compressive sensing. - Junbin Gao; Qinfeng Shi; Tibério S. Caetano (Pattern Recognit. Lett., 2012)

Active Subnetwork Recovery with a Mechanism-Dependent Scoring Function; with application to Angiogenesis and Organogenesis studies. - Ilana Lichtenstein; Michael A. Charleston; Tibério S. Caetano; Jennifer R. Gamble; Mathew A. Vadas (BMC Bioinform., 2013)

Optimization of Robust Loss Functions for Weakly-Labeled Image Taxonomies. - Julian J. McAuley; Arnau Ramisa; Tibério S. Caetano (Int. J. Comput. Vis., 2013)

Finito: A faster, permutable incremental gradient method for big data problems. - Aaron Defazio; Justin Domke; Tibério S. Caetano (ICML, 2014)

(Almost) No Label No Cry. - Giorgio Patrini; Richard Nock; Tibério S. Caetano; Paul Rivera (NIPS, 2014)

Bayesian Models for Structured Sparse Estimation via Set Cover Prior. - Xianghang Liu; Xinhua Zhang; Tibério S. Caetano (ECML/PKDD (2), 2014)

A Hybrid Loss for Multiclass and Structured Prediction. - Qinfeng Shi; Mark D. Reid; Tibério S. Caetano; Anton van den Hengel; Zhenhua Wang 003 (IEEE Trans. Pattern Anal. Mach. Intell., 2015)

Fast Learning from Distributed Datasets without Entity Matching. - Giorgio Patrini; Richard Nock; Stephen Hardy 002; Tibério S. Caetano (IJCAI, 2016)

Evolution of Privacy Loss in Wikipedia. - Marian-Andrei Rizoiu; Lexing Xie; Tibério S. Caetano; Manuel Cebrián (WSDM, 2016)

The Crossover Process: Learnability meets Protection from Inference Attacks. - Richard Nock; Giorgio Patrini; Finnian Lattimore; Tibério S. Caetano (CoRR, 2016)

Graphical Models. - Julian J. McAuley; Tibério S. Caetano; Wray L. Buntine (Encyclopedia of Machine Learning and Data Mining, 2017)

3-D Shape Matching and Non-Rigid Correspondence for Hippocampi Based on Markov Random Fields. - Pengdong Xiao; Nick Barnes; Tibério S. Caetano (IEEE Trans. Image Process., 2018)

Fast Fair Regression via Efficient Approximations of Mutual Information. - Daniel Steinberg; Alistair Reid 003; Simon O'Callaghan; Finnian Lattimore; Lachlan McCalman; Tibério S. Caetano (CoRR, 2020)