Ann B Lee
Ann B Lee
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local coverage diagnostics
Towards Instance-Wise Calibration: Local Amortized Diagnostics and Reshaping of Conditional Densities (LADaR)
Key science questions, such as galaxy distance estimation and weather forecasting, often require knowing the full predictive distribution of a target variable y given complex inputs x. Despite recent advances in machine learning and physics-based …
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