VERaiPHY Articles

Here are the series of VERaiPHY articles that were produced as a result of the VERaiPHY workshop - part of the "Statistics meets ML" series of PHYSTAT workshops.

The links below will be added/updated once publications are available.

• Statistical Properties of Training & Generalization
• Uncertainty quantification
• Model robustness
• Inference & Parameter Estimation
• Generative Models & statistical validation
• Hypothesis Testing & Statistical Discovery
• Symmetries and inductive bias
• Interpretability
• Information Theory and Data representation
• Conclusions and Future directions