Harvard University; MIT Lincoln Laboratory; University of Virginia, MIT
Owen Queen, Tom Hartvigsen, Teddy Koker, Huan He, Theodoros Tsiligkaridis, Marinka Zitnik
Explainability;Interpretability;Time Series;Explanations;Temporal patterns;Model Understanding;Latent space;Self-supervised learning
Encoding Time-Series Explanations through Self-Supervised Model Behavior Consistency