Publications

 
  • Learning causal graphs via nonlinear sufficient dimension reduction
    Solea E, Li B and Kim K
    Journal of Machine Learning Research, Journal of Machine Learning Research vol. 26 
    17-05-2025
  • Sufficient Dimension Reduction for the Conditional Quantiles of Functional Data
    Christou E, Solea E, Wang S and Song J
    Statistica Sinica 
    06-05-2025
  • First-Order Conditions for the Optimal Control of Learning-Informed Nonsmooth PDEs
    Dong G, Hintermüller M, Papafitsoros K and Völkner K
    Numerical Functional Analysis and Optimization, Taylor & Francis, 1-35.  
    23-04-2025
  • Authors' reply to the Discussion of ‘Efficient statistical inference methods for assessing changes in species’ at the ‘Discussion Meeting on the Analysis of citizen science data’
    Dennis E, Diana A, Matechou E and Morgan B
    Journal of The Royal Statistical Society Series a (Statistics in Society), Oxford University Press (OUP) 
    11-04-2025
  • Approximating Metric Magnitude of Point Sets
    Andreeva R, Ward J, Skraba P, Gao J and Sarkar R
    Proceedings of The Aaai Conference on Artificial Intelligence, Association For The Advancement of Artificial Intelligence (Aaai) vol. 39 (15), 15374-15381.  
    11-04-2025
  • A unifying framework for generalised Bayesian online learning in non-stationary environments
    Duran-Martin G, Sanchez-Betancourt L, Shestopaloff A and Murphy K
    Transactions on Machine Learning Research 
    13-03-2025
  • Inequalities in household overcrowding in an ethnically diverse urban population: a cross-sectional study using linked health and housing records
    Wilk M, Harper G, Liverani S, Firman N, Simon P and Dezateux C
    International Journal For Population Data Science, Swansea University vol. 10 (1) 
    23-01-2025
  • Inequalities in overcrowding in households with children in an ethnically diverse urban population: a cross-sectional study using linked health and housing records.
    Wilk M, Harper G, Liverani S, Firman N, Simon P and Dezateux C
    International Journal For Population Data Science vol. 10 (2), 2408-2408.  
    23-01-2025
  • Bayesian Partial Reduced-Rank Regression
    Pintado MF, Iacopini M, Rossini L and Shestopaloff A
    Journal of Computational and Graphical Statistics 
    03-01-2025
  • Bayesian Graphs of Intelligent Causation
    Ramiah P, Smith JQ, Liverani S, Bunnin FO, Addison J and Whipp A
    Bayesian Analysis, Institute of Mathematical Statistics vol. -1 (-1) 
    01-01-2025