04:00
2026-06-29
arxiv.org
machine-learning
Global Explanations for Multivariate Time Series Forecasting Models via $K$-Order Markov Approximations
Researchers introduced KARMA, a method for explaining multivariate time series forecasting models by constructing a Markov surrogate model that captures temporal dependencies. The approach identifies …