Bayesian optimization on manifolds via graph Gaussian processes [slide]

  • SIAM conference on Optimization, Seattle, USA, 2023.

Large-scale statistical inference with stochastic gradient descent [slide] [poster]

  • Joint Statistical Meetings, Toronto, Canada, 2023.
  • ASA/ISM spring research conference, Banff, Canada, 2023.
  • Midwest Machine Learning Symposium, Chicago, USA, 2023.

Hierarchical ensemble Kalman methods with sparsity-promoting generalized gamma hyperpriors [slide]

  • SIAM conference on Computational Science and Engineering, Amsterdam, Netherlands, 2023.

Variational inference approach to sparse linear models with gamma hyperpriors [slide]

  • SIAM conference on Mathematics of Data Science, San Diego, USA, 2022.
  • World Meeting of International Society for Bayesian Analysis, Montreal, Canada, 2022.
  • SIAM conference on Uncertainty Quantification, Atlanta, USA, 2022.