talks
Enhancing Gaussian Process Surrogates for Optimization via Random Exploration [slide][poster]
- International Conference on Monte Carlo Methods and Applications, Chicago, USA, 2025.
- ASA/IMS spring research conference, New York, USA, 2025.
- SIAM conference on Mathematics of Data Science, Atlanta, USA, 2024.
- International conference on Monte Carlo and Quasi-Monte Carlo, Waterloo, Canada, 2024.
Bayesian Optimization with Inexact Acquisition: Is Random Grid Search Sufficient? [poster]
- Conference on Uncertainty in Artificial Intelligence (UAI), Rio de Janeiro, Brazil, 2025.
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/IMS 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.