Topics of recent interest include:

• Bayesian computation
• Data-driven decision making
• Foundations of deep learning
• Interpretable machine learning
• Language and diffusion models
• Nonparametric inference
• Probabilistic forecasting

• Randomized algorithms
• Reinforcement learning
• Statistical learning theory
• Stochastic optimization
• Uncertainty quantification
• Variational inference
• Veridical data science