Uncertainty in Explainable AI Methods, Fairness
Federated Learning
Continual Learning
Statistical Tools: Causal Inference, Survival Analysis
Bayesian estimation of sparse vectors
Bayesian methods for tracking time-varying sparse vectors.
Spatially uncorrelated sparse vectors.
Bounds on Bayesian estimation of sparse vectors.Â