From 2015 to 2018
2018
- Who Learns Better Bayesian Network Structures: Constraint-Based, Score-Based or Hybrid Algorithms?
[ pdf ]
9th International Conference on Probabilistic Graphical Models (PGM), Prague (September 11-14, 2018).
2017
- Dirichlet Bayesian Network Scores and the Maximum Entropy Principle.
[ pdf ]
3rd Workshop on “Advanced Methodologies for Bayesian Networks” (AMBN), Kyoto University (September
20-22, 2017). And again at the Department of Mathematics, Brunel University (November 24, 2017). And again at
the 10th Conference of the ERCIM WG on Computational and Methodological Statistics, London (December 16-18,
2017).
- bnlearn, Learning Bayesian Networks 10 Years Later.
[ pdf ]
Workshop on “Bayesian Networks Tools”, Satellite event of AMBN,
Tokyo (September 19, 2017).
- Beyond Uniform Priors in Bayesian Network Structure Learning.
[ pdf ]
Workshop on “Learning Graphical Models in High Dimensions”, ICMS, Edinburgh
(April 4-7, 2017).
2016
- Bayesian Network Modelling: with Examples.
[ pdf ]
IBM Analytics, London Data Science Studio (November 28, 2016).
- Bayesian Network Modelling: with Examples in Genetics and Systems Biology.
[ pdf ]
Bayesian Networks Meetup, Alan Turing Institute, London (September 29, 2016).
- An Empirical-Bayes Score for Discrete Bayesian Networks.
[ pdf ]
8th International Conference on Probabilistic Graphical Models (PGM), Lugano (September 6-9,
2016). And again at the Department of Informatics, Systems and Communication, University of
Milano Bicocca (January 17, 2017).
- Bayesian Networks, MAGIC Populations and Mutliple Trait Prediction.
[ pdf ]
5th International Conference on Quantitative Genetics (ICQG), Madison (June 12-17, 2016). And again as a
poster at the 2nd Probabilistic Modeling in Genomics Conference, Oxford, (ProbGen, September 12-14, 2016). And
again at the School of Agriculture, Food, and Rural Development, Newcastle University (November 16, 2016). And
again at the workshop “Learning Graphical Models in High Dimensions”, ICMS, Edinburgh (April 4-7,
2017).
2015
- Using Genetic Distance to Infer the Accuracy of Genomic Prediction.
[ pdf ]
Statistical Omics (STOMICS) Meeting Series, Imperial College (September 7, 2015).
- Modelling Survey Data with Bayesian Networks.
[ pdf ]
Workshop “Bayesian Networks at Work”, Data Methods and Systems Statistical Laboratory, University
of Brescia (May 18, 2015).