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).