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cs.LG2025
Always Keep Your Promises: A Model-Agnostic Attribution Algorithm for Neural Networks
Kevin Lee, Duncan Smith-Halverson, Pablo Millan Arias
Layer-wise Relevance Propagation (LRP) provides principled attribution for neural networks through conservation properties and foundations in Deep Taylor Decomposition. However, ex…
cs.LG2024
Iterative Encoding-Decoding VAEs Anomaly Detection in NOAA's DART Time Series: A Machine Learning Approach for Enhancing Data Integrity for NASA's GRACE-FO Verification and Validation
Kevin Lee
NOAA's Deep-ocean Assessment and Reporting of Tsunamis (DART) data are critical for NASA-JPL's tsunami detection, real-time operations, and oceanographic research. However, these t…