Explainable AI

Differential and Explainable Reinforcement Learning for Multi-objective Optimization in Particle Accelerators featured image

Differential and Explainable Reinforcement Learning for Multi-objective Optimization in Particle Accelerators

Invited Talk Explainable and Differential Reinforcement Learning for Multi-objective Optimization in Particle Accelerators

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Hydra: An AI-Based Framework for Interpretable and Portable Data Quality Monitoring

Hydra is an advanced framework designed for training and managing AI models for near real time data quality monitoring at Jefferson Lab. Deployed in all four experimental halls, …

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Hydra - Layer-wise Relevance Propagation featured image

Hydra - Layer-wise Relevance Propagation

Potential applications of explainable ML techniques such as Layer-wise relevance propagation in Medical Sciences

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