Conditional density estimation with dimensionality reduction via squared-loss conditional entropy minimization
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New LUCID metric improves local variable importance in machine learning
Researchers have introduced LUCID, a novel model-agnostic metric for assessing local variable importance in machine learning. LUCID addresses limitations in existing methods by perturbing features using plausible values…
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AI-driven orbit determination uses normalizing flows for cislunar navigation
Researchers have developed a new method for orbit determination in the cislunar environment by applying generative modeling to angles-only measurements. This approach formulates the problem as conditional density estima…