Anthony Quinn

Homayoun Hamedmoghadam

Pietro Ferraro

CoRR, 2024

Overcoming Representation Bias in Fairness-Aware data Repair using Optimal Transport.

[BibT_eX]

[DOI]

Abigail Langbridge

CoRR, 2024

Dataset Distillation from First Principles: Integrating Core Information Extraction and Purposeful Learning.

[BibT_eX]

[DOI]

Vyacheslav Kungurtsev

CoRR, 2024

Randomized Transport Plans via Hierarchical Fully Probabilistic Design.

[BibT_eX]

[DOI]

Sarah Boufelja Y.

CoRR, 2024

Optimal Transport for Fairness: Archival Data Repair using Small Research Data Sets.

[BibT_eX]

[DOI]

Abigail Langbridge

Proceedings of the 40th International Conference on Data Engineering, ICDE 2024, 2024

2023

Robust Decentralised Proof-of-Position Algorithms for Smart City Applications.

[BibT_eX]

[DOI]

Proceedings of the 62nd IEEE Conference on Decision and Control, 2023

2022

Fully probabilistic design for knowledge fusion between Bayesian filters under uniform disturbances.

[BibT_eX]

[DOI]

Knowl. Based Syst., 2022

Transferring model structure in Bayesian transfer learning for Gaussian process regression.

[BibT_eX]

[DOI]

Knowl. Based Syst., 2022

Fully Probabilistic Design for Optimal Transport.

[BibT_eX]

[DOI]

CoRR, 2022

2020

Bayesian transfer learning between Student-<i>t</i> filters.

[BibT_eX]

[DOI]

Signal Process., 2020

2019

Robust Bayesian Transfer Learning Between Kalman Filters.

[BibT_eX]

[DOI]

Proceedings of the 29th IEEE International Workshop on Machine Learning for Signal Processing, 2019

Bayesian transfer learning between Gaussian process regression tasks.

[BibT_eX]

[DOI]

Proceedings of the IEEE International Symposium on Signal Processing and Information Technology, 2019

Bayesian Filtering for States Uniformly Distributed on a Parallelotopic Support.

[BibT_eX]

[DOI]

Proceedings of the IEEE International Symposium on Signal Processing and Information Technology, 2019

Knowledge Transfer in a Pair of Uniformly Modelled Bayesian Filters.

[BibT_eX]

[DOI]

Proceedings of the 16th International Conference on Informatics in Control, 2019

2018

Hierarchical Fully Probabilistic Design for Deliberator-Based Merging in Multiple Participant Systems.

[BibT_eX]

[DOI]

Shahram Azizi

IEEE Trans. Syst. Man Cybern. Syst., 2018

Fully Probabilistic Design for Knowledge Transfer in a Pair of Kalman Filters.

[BibT_eX]

[DOI]

Conor Foley

IEEE Signal Process. Lett., 2018

Dynamic Bayesian Knowledge Transfer Between a Pair of Kalman Filters.

[BibT_eX]

[DOI]

Proceedings of the 28th IEEE International Workshop on Machine Learning for Signal Processing, 2018

Approximate Bayesian Prediction Using State Space Model with Uniform Noise.

[BibT_eX]

[DOI]

Stefan Rennick Egglestone

Proceedings of the Informatics in Control, Automation and Robotics, 2018

2017

Crafting Interactive Decoration.

[BibT_eX]

[DOI]

Chris Greenhalgh

Richard Mortier

ACM Trans. Comput. Hum. Interact., 2017

Optimal design of priors constrained by external predictors.

[BibT_eX]

[DOI]

Stefan Rennick Egglestone

Miroslav Kárný

Tatiana V. Guy

Int. J. Approx. Reason., 2017

Enabling Hand-Crafted Visual Markers at Scale.

[BibT_eX]

[DOI]

Proceedings of the 2017 Conference on Designing Interactive Systems, 2017

2016

Fully probabilistic design of hierarchical Bayesian models.

[BibT_eX]

[DOI]

Stefan Rennick Egglestone

Miroslav Kárný

Tatiana V. Guy

Inf. Sci., 2016

Exploring Large-Scale Interactive Public Illustrations.

[BibT_eX]

[DOI]

Emily-Clare Thorn

Proceedings of the 2016 ACM Conference on Designing Interactive Systems, DIS '16, Brisbane, QLD, Australia, June 04, 2016

2015

Approximate Bayesian filtering using stabilized forgetting.

[BibT_eX]

[DOI]

Shahram Azizi

Proceedings of the 23rd European Signal Processing Conference, 2015

2013

From codes to patterns: designing interactive decoration for tableware.

[BibT_eX]

[DOI]

Proceedings of the 2013 ACM SIGCHI Conference on Human Factors in Computing Systems, 2013

2011

Recursive inference for inverse problems using variational Bayes methodology.

[BibT_eX]

[DOI]

Proceedings of the 5th International ICST Conference on Performance Evaluation Methodologies and Tools Communications, 2011

The transformed Variational Bayes approximation.

[BibT_eX]

[DOI]

Viet Hung Tran

Proceedings of the IEEE International Conference on Acoustics, 2011

The Bayesian inference of phase.

[BibT_eX]

[DOI]

Jean-Pierre Barbot

Pascal Larzabal

Proceedings of the IEEE International Conference on Acoustics, 2011

2008

Variational Bayesian Filtering.

[BibT_eX]

[DOI]

IEEE Trans. Signal Process., 2008

AWSum-Combining Classification with Knowledge Aquisition.

[BibT_eX]

[DOI]

Int. J. Softw. Informatics, 2008

AWSum - Data Mining for Insight.

[BibT_eX]

[DOI]

Proceedings of the Advanced Data Mining and Applications, 4th International Conference, 2008

2007

On Bayesian principal component analysis.

[BibT_eX]

[DOI]

Comput. Stat. Data Anal., 2007

Accelerated Particle Filtering using the Variational Bayes Approximation.

[BibT_eX]

[DOI]

Proceedings of the IEEE International Conference on Acoustics, 2007

Classification for accuracy and insight: A weighted sum approach.

[BibT_eX]

[DOI]

Andrew Stranieri

John Yearwood

Proceedings of the Data Mining and Analytics 2007, 2007

2006

The Variational Bayes Approximation In Bayesian Filtering.

[BibT_eX]

[DOI]

Proceedings of the 2006 IEEE International Conference on Acoustics Speech and Signal Processing, 2006

2005

Mixture-based extension of the AR model and its recursive Bayesian identification.

[BibT_eX]

[DOI]

IEEE Trans. Signal Process., 2005

Robust estimation of autoregressive processes using a mixture-based filter-bank.

[BibT_eX]

[DOI]

Syst. Control. Lett., 2005

The variational EM algorithm for on-line identification of extended AR models [speech processing example].

[BibT_eX]

[DOI]

Proceedings of the 2005 IEEE International Conference on Acoustics, 2005

2002

Difference Field Estimation for Enhanced 3-D Texture Segmentation.

[BibT_eX]

[DOI]

Elena Ranguelova

Proceedings of the British Machine Vision Conference 2002, 2002

1999

Analysis and Synthesis of Three-Dimensional Gaussian Markov Random Fields.

[BibT_eX]

[DOI]

Elena Ranguelova

Proceedings of the 1999 International Conference on Image Processing, 1999

A data-driven Bayesian sampling scheme for unsupervised image segmentation.

[BibT_eX]

[DOI]

Ed Clark

Proceedings of the 1999 IEEE International Conference on Acoustics, 1999

1997

Novel parameter priors for Bayesian signal identification.

[BibT_eX]

[DOI]

Proceedings of the 1997 IEEE International Conference on Acoustics, 1997

1996

Fast and accurate texture-based image segmentation.

[BibT_eX]

[DOI]

Oliver Schwartz

Proceedings of the Proceedings 1996 International Conference on Image Processing, 1996

1994

New lower bounds to the variance of signal parameter estimators using Bayesian inference.

[BibT_eX]

[DOI]

Proceedings of ICASSP '94: IEEE International Conference on Acoustics, 1994

1993

A consistent, numerically efficient Bayesian framework for combining the selection, detection and estimation tasks in model-based signal processing.

[BibT_eX]

[DOI]

Proceedings of the IEEE International Conference on Acoustics, 1993

1992

The performance of Bayesian estimators in the superresolution of signal parameters.

[BibT_eX]

[DOI]