2 papers
cs.LG2024
Anomaly Prediction: A Novel Approach with Explicit Delay and Horizon
Jiang You, Arben Cela, René Natowicz +2
Anomaly detection in time series data is a critical challenge across various domains. Traditional methods typically focus on identifying anomalies in immediate subsequent steps, of…
cs.LG2024
Learning K-U-Net with constant complexity: An Application to time series forecasting
Jiang You, Arben Cela, René Natowicz +2
Training deep models for time series forecasting is a critical task with an inherent challenge of time complexity. While current methods generally ensure linear time complexity, ou…