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Tiberio Caetano

NICTA and Australian National University

Fast Fair Regression via Efficient Approximations of Mutual Information

Feb 14, 2020
Daniel Steinberg, Alistair Reid, Simon O'Callaghan, Finnian Lattimore, Lachlan McCalman, Tiberio Caetano

* arXiv admin note: text overlap with arXiv:2001.06089 

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The Crossover Process: Learnability and Data Protection from Inference Attacks

Mar 07, 2017
Richard Nock, Giorgio Patrini, Finnian Lattimore, Tiberio Caetano


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Fast Learning from Distributed Datasets without Entity Matching

Mar 13, 2016
Giorgio Patrini, Richard Nock, Stephen Hardy, Tiberio Caetano


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A Hybrid Loss for Multiclass and Structured Prediction

Feb 09, 2014
Qinfeng Shi, Mark Reid, Tiberio Caetano, Anton van den Hengel, Zhenhua Wang

* 12 pages, 5 figures. arXiv admin note: substantial text overlap with arXiv:1009.3346 

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A Graphical Model Formulation of Collaborative Filtering Neighbourhood Methods with Fast Maximum Entropy Training

Jun 18, 2012
Aaron Defazio, Tiberio Caetano

* ICML2012 

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Conditional Random Fields and Support Vector Machines: A Hybrid Approach

Sep 17, 2010
Qinfeng Shi, Mark D. Reid, Tiberio Caetano

* 16 pages, 3 figures 

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Scalable Inference for Latent Dirichlet Allocation

Sep 25, 2009
James Petterson, Tiberio Caetano


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Exponential Family Graph Matching and Ranking

Jun 05, 2009
James Petterson, Tiberio Caetano, Julian McAuley, Jin Yu


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