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*ndash;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).