#Uncertainty Quantification

2 articles with this tag

Bayesian Uncertainty for Large Models
AI Research

Bayesian Uncertainty for Large Models

VMoER enables calibrated uncertainty in large-scale MoE foundation models with minimal computational overhead, improving stability and OOD detection.

2 days ago
Bayesian Uncertainty for Foundation Models
AI Research

Bayesian Uncertainty for Foundation Models

Variational Mixture-of-Experts Routing (VMoER) offers a scalable Bayesian approach to uncertainty quantification in foundation models, achieving significant improvements with minimal computational overhead.

2 days ago