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ORCIDTibério S. Caetano
Person information
- affiliation: Australian National University, Research School of Computer Science
- affiliation: NICTA, Machine Learning Group
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2020 – today
- 2020
[i17]Daniel Steinberg, Alistair Reid, Simon O'Callaghan, Finnian Lattimore, Lachlan McCalman, Tibério S. Caetano:
Fast Fair Regression via Efficient Approximations of Mutual Information. CoRR abs/2002.06200 (2020)
2010 – 2019
- 2018
- [j15]Pengdong Xiao
, Nick Barnes, Tibério S. Caetano:
3-D Shape Matching and Non-Rigid Correspondence for Hippocampi Based on Markov Random Fields. IEEE Trans. Image Process. 27(3): 1271-1281 (2018) - 2017
- [r2]Julian J. McAuley, Tibério S. Caetano, Wray L. Buntine:
Graphical Models. Encyclopedia of Machine Learning and Data Mining 2017: 584-592 - 2016
- [c36]Giorgio Patrini, Richard Nock, Stephen Hardy, Tibério S. Caetano:
Fast Learning from Distributed Datasets without Entity Matching. IJCAI 2016: 1909-1917 - [c35]Marian-Andrei Rizoiu, Lexing Xie, Tibério S. Caetano, Manuel Cebrián:
Evolution of Privacy Loss in Wikipedia. WSDM 2016: 215-224 - [i16]Giorgio Patrini, Richard Nock, Stephen Hardy, Tibério S. Caetano:
Fast Learning from Distributed Datasets without Entity Matching. CoRR abs/1603.04002 (2016) - [i15]Richard Nock, Giorgio Patrini, Finnian Lattimore, Tibério S. Caetano:
The Crossover Process: Learnability meets Protection from Inference Attacks. CoRR abs/1606.04160 (2016) - 2015
- [j14]Qinfeng Shi, Mark D. Reid, Tibério S. Caetano, Anton van den Hengel, Zhenhua Wang:
A Hybrid Loss for Multiclass and Structured Prediction. IEEE Trans. Pattern Anal. Mach. Intell. 37(1): 2-12 (2015) - [i14]Marian-Andrei Rizoiu, Lexing Xie, Tibério S. Caetano, Manuel Cebrián:
Evolution of Privacy Loss in Wikipedia. CoRR abs/1512.03523 (2015) - 2014
- [c34]Aaron Defazio, Justin Domke, Tibério S. Caetano:
Finito: A faster, permutable incremental gradient method for big data problems. ICML 2014: 1125-1133 - [c33]Giorgio Patrini, Richard Nock, Tibério S. Caetano, Paul Rivera:
(Almost) No Label No Cry. NIPS 2014: 190-198 - [c32]Xianghang Liu, Xinhua Zhang, Tibério S. Caetano:
Bayesian Models for Structured Sparse Estimation via Set Cover Prior. ECML/PKDD (2) 2014: 273-289 - [i13]Qinfeng Shi, Mark D. Reid, Tibério S. Caetano, Anton van den Hengel, Zhenhua Wang:
A Hybrid Loss for Multiclass and Structured Prediction. CoRR abs/1402.1921 (2014) - [i12]Aaron J. Defazio, Tibério S. Caetano:
A Convex Formulation for Learning Scale-Free Networks via Submodular Relaxation. CoRR abs/1407.2697 (2014) - [i11]Aaron J. Defazio, Tibério S. Caetano, Justin Domke:
Finito: A Faster, Permutable Incremental Gradient Method for Big Data Problems. CoRR abs/1407.2710 (2014) - 2013
- [j13]Ilana Lichtenstein, Michael A. Charleston, Tibério S. Caetano, Jennifer R. Gamble, Mathew A. Vadas:
Active Subnetwork Recovery with a Mechanism-Dependent Scoring Function; with application to Angiogenesis and Organogenesis studies. BMC Bioinform. 14: 59 (2013) - [j12]Julian J. McAuley, Arnau Ramisa, Tibério S. Caetano:
Optimization of Robust Loss Functions for Weakly-Labeled Image Taxonomies. Int. J. Comput. Vis. 104(3): 343-361 (2013) - 2012
- [j11]Nick Barnes, Peter Baumgartner, Tibério S. Caetano, Hugh F. Durrant-Whyte, Gerwin Klein, Penelope Sanderson, Abdul Sattar, Peter J. Stuckey, Sylvie Thiébaux, Pascal Van Hentenryck, Toby Walsh:
AI@NICTA. AI Mag. 33(3): 115- (2012) - [j10]Julian J. McAuley, Tibério S. Caetano:
Fast matching of large point sets under occlusions. Pattern Recognit. 45(1): 563-569 (2012) - [j9]Junbin Gao, Qinfeng Shi, Tibério S. Caetano:
Dimensionality reduction via compressive sensing. Pattern Recognit. Lett. 33(9): 1163-1170 (2012) - [c31]Aaron Defazio, Tibério S. Caetano:
A Graphical Model Formulation of Collaborative Filtering Neighbourhood Methods with Fast Maximum Entropy Training. ICML 2012 - [c30]Tibério S. Caetano:
The Interplay of Statistical and Structural Pattern Recognition from a Machine Learning Perspective. ICPRAM (1) 2012 - [c29]Aaron Defazio, Tibério S. Caetano:
A Convex Formulation for Learning Scale-Free Networks via Submodular Relaxation. NIPS 2012: 1259-1267 - [c28]Xianghang Liu, James Petterson, Tibério S. Caetano:
Learning as MAP Inference in Discrete Graphical Models. NIPS 2012: 1979-1987 - [i10]Aaron Defazio, Tibério S. Caetano:
A Graphical Model Formulation of Collaborative Filtering Neighbourhood Methods with Fast Maximum Entropy Training. CoRR abs/1206.4622 (2012) - 2011
- [j8]Julian J. McAuley, Tibério S. Caetano:
Faster Algorithms for Max-Product Message-Passing. J. Mach. Learn. Res. 12: 1349-1388 (2011) - [c27]Julian J. McAuley, Arnau Ramisa, Tibério S. Caetano:
Optimization of Robust Loss Functions for Weakly-Labeled Image Taxonomies: An ImageNet Case Study. EMMCVPR 2011: 355-368 - [c26]James Petterson, Tibério S. Caetano:
Submodular Multi-Label Learning. NIPS 2011: 1512-1520 - 2010
- [c25]Julian J. McAuley, Teofilo de Campos, Tibério S. Caetano:
Unified graph matching in Euclidean spaces. CVPR 2010: 1871-1878 - [c24]Pengdong Xiao, Nick Barnes, Paulette Lieby, Tibério S. Caetano:
Sparse Update for Loopy Belief Propagation: Fast Dense Registration for Large State Spaces. DICTA 2010: 546-551 - [c23]Julian J. McAuley, Tibério S. Caetano:
Exploiting Data-Independence for Fast Belief-Propagation. ICML 2010: 767-774 - [c22]James Petterson, Tibério S. Caetano:
Reverse Multi-Label Learning. NIPS 2010: 1912-1920 - [c21]James Petterson, Alexander J. Smola, Tibério S. Caetano, Wray L. Buntine, Shravan M. Narayanamurthy:
Word Features for Latent Dirichlet Allocation. NIPS 2010: 1921-1929 - [c20]Novi Quadrianto, Alexander J. Smola, Tibério S. Caetano, S. V. N. Vishwanathan, James Petterson:
Multitask Learning without Label Correspondences. NIPS 2010: 1957-1965 - [c19]Julian J. McAuley, Tibério S. Caetano:
Exploiting Within-Clique Factorizations in Junction-Tree Algorithms. AISTATS 2010: 525-532 - [r1]Julian J. McAuley, Tibério S. Caetano, Wray L. Buntine:
Graphical Models. Encyclopedia of Machine Learning 2010: 471-479 - [i9]Qinfeng Shi, Mark D. Reid, Tibério S. Caetano:
Conditional Random Fields and Support Vector Machines: A Hybrid Approach. CoRR abs/1009.3346 (2010)
2000 – 2009
- 2009
- [j7]Novi Quadrianto, Alexander J. Smola, Tibério S. Caetano, Quoc V. Le:
Estimating Labels from Label Proportions. J. Mach. Learn. Res. 10: 2349-2374 (2009) - [j6]Tibério S. Caetano, Julian J. McAuley, Li Cheng, Quoc V. Le, Alexander J. Smola:
Learning Graph Matching. IEEE Trans. Pattern Anal. Mach. Intell. 31(6): 1048-1058 (2009) - [c18]Longbin Chen, Julian J. McAuley, Rogério Schmidt Feris, Tibério S. Caetano, Matthew A. Turk:
Shape classification through structured learning of matching measures. CVPR 2009: 365-372 - [c17]Pengdong Xiao, Nick Barnes, Paulette Lieby, Tibério S. Caetano:
Applying Sum and Max Product Algorithms of Belief Propagation to 3D Shape Matching and Registration. DICTA 2009: 387-394 - [c16]Novi Quadrianto, Kristian Kersting, Mark D. Reid, Tibério S. Caetano, Wray L. Buntine:
Kernel Conditional Quantile Estimation via Reduction Revisited. ICDM 2009: 938-943 - [c15]James Petterson, Tibério S. Caetano, Julian J. McAuley, Jin Yu:
Exponential Family Graph Matching and Ranking. NIPS 2009: 1455-1463 - [c14]Novi Quadrianto, Tibério S. Caetano, John Lim, Dale Schuurmans:
Convex Relaxation of Mixture Regression with Efficient Algorithms. NIPS 2009: 1491-1499 - [i8]James Petterson, Tibério S. Caetano, Julian J. McAuley, Jin Yu:
Exponential Family Graph Matching and Ranking. CoRR abs/0904.2623 (2009) - [i7]James Petterson, Tibério S. Caetano:
Scalable Inference for Latent Dirichlet Allocation. CoRR abs/0909.4603 (2009) - [i6]Julian J. McAuley, Tibério S. Caetano:
Exact Inference in Graphical Models: is There More to it? CoRR abs/0910.3301 (2009) - [i5]Julian J. McAuley, Tibério S. Caetano:
An expected-case sub-cubic solution to the all-pairs shortest path problem in R. CoRR abs/0912.0975 (2009) - 2008
- [j5]Julian J. McAuley, Tibério S. Caetano, Marconi S. Barbosa:
Graph Rigidity, Cyclic Belief Propagation, and Point Pattern Matching. IEEE Trans. Pattern Anal. Mach. Intell. 30(11): 2047-2054 (2008) - [c13]Novi Quadrianto, Alexander J. Smola, Tibério S. Caetano, Quoc V. Le:
Estimating labels from label proportions. ICML 2008: 776-783 - [c12]Julian J. McAuley, Tibério S. Caetano, Alexander J. Smola:
Robust Near-Isometric Matching via Structured Learning of Graphical Models. NIPS 2008: 1057-1064 - [i4]Tibério S. Caetano, Julian J. McAuley, Li Cheng, Quoc V. Le, Alexander J. Smola:
Learning Graph Matching. CoRR abs/0806.2890 (2008) - [i3]Julian J. McAuley, Tibério S. Caetano, Alexander J. Smola:
Robust Near-Isometric Matching via Structured Learning of Graphical Models. CoRR abs/0809.3618 (2008) - 2007
- [c11]Pengdong Xiao, Nick Barnes, Tibério S. Caetano, Paulette Lieby:
An MRF and Gaussian Curvature Based Shape Representation for Shape Matching. CVPR 2007 - [c10]Tibério S. Caetano, Li Cheng, Quoc V. Le, Alexander J. Smola:
Learning Graph Matching. ICCV 2007: 1-8 - [i2]Julian J. McAuley, Tibério S. Caetano, Marconi S. Barbosa:
Graph rigidity, Cyclic Belief Propagation and Point Pattern Matching. CoRR abs/0710.0043 (2007) - [i1]Julian John McAuley, Tibério S. Caetano:
High-Order Nonparametric Belief-Propagation for Fast Image Inpainting. CoRR abs/0710.0243 (2007) - 2006
- [j4]Tibério S. Caetano, Terry Caelli, Dale Schuurmans, Dante Augusto Couto Barone:
Graphical Models and Point Pattern Matching. IEEE Trans. Pattern Anal. Mach. Intell. 28(10): 1646-1663 (2006) - [j3]Tibério S. Caetano, Terry Caelli:
Approximating the problem, not the solution: An alternative view of point set matching. Pattern Recognit. 39(4): 552-561 (2006) - [c9]Julian J. McAuley, Tibério S. Caetano, Alexander J. Smola, Matthias O. Franz:
Learning high-order MRF priors of color images. ICML 2006: 617-624 - [c8]Tibério S. Caetano, Terry Caelli:
A Unified Formulation of Invariant Point Pattern Matching. ICPR (3) 2006: 121-124 - [c7]Olivier Y. de Vel, Nianjun Liu, Terry Caelli, Tibério S. Caetano:
An Embedded Bayesian Network Hidden Markov Model for Digital Forensics. ISI 2006: 459-465 - 2005
- [j2]Terry Caelli, Tibério S. Caetano:
Graphical models for graph matching: Approximate models and optimal algorithms. Pattern Recognit. Lett. 26(3): 339-346 (2005) - [c6]Tibério S. Caetano, Terry Caelli:
Approximating the Problem, not the Solution: An Alternative View of Point Set Matching. GbRPR 2005: 233-242 - 2004
- [b1]Tibério S. Caetano:
Modelos Gráficos e Casamento de Padrões de Pontos. Universidade Federal do Rio Grande do Sul, Porto Alegre, Brazil, 2004 - [c5]Tibério S. Caetano, Terry Caelli, Dante Augusto Couto Barone:
Graphical Models for Graph Matching. CVPR (2) 2004: 466-473 - [c4]Tibério S. Caetano, Terry Caelli, Dante Augusto Couto Barone:
A Comparison of Junction Tree and Relaxation Algorithms for Point Matching using Different Distance Metrics. ICPR (2) 2004: 124-127 - [c3]Tibério S. Caetano, Terry Caelli, Dante Augusto Couto Barone:
An Optimal Probabilistic Graphical Model for Point Set Matching. SSPR/SPR 2004: 162-170 - 2003
- [j1]Tibério S. Caetano, Sílvia D. Olabarriaga, Dante Augusto Couto Barone:
Do mixture models in chromaticity space improve skin detection? Pattern Recognit. 36(12): 3019-3021 (2003) - 2002
- [c2]Tibério S. Caetano, Sílvia D. Olabarriaga, Dante Augusto Couto Barone:
Performance Evaluation of Single and Multiple-Gaussian Models for Skin Color Modeling. SIBGRAPI 2002: 275-282 - 2001
- [c1]Tibério S. Caetano, Dante Augusto Couto Barone:
A Probabilistic Model for the Human Skin Color. ICIAP 2001: 279-283
Coauthor Index
aka: Julian John McAuley
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