Ozan Ozyegen

DANLIP: Deep Autoregressive Networks for Locally Interpretable Probabilistic Forecasting

2023 · arXiv (Cornell University)

Despite the high performance of neural network-based time series forecasting methods, the inherent challenge in explaining their predictions has limited their applicability in certain application areas. Due to the difficulty in identifying causal relationships between …