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cs.LG2023★ 1 cited
Inferring Traffic Models in Terminal Airspace from Flight Tracks and Procedures
Soyeon Jung, Amelia Hardy, Mykel J. Kochenderfer
Realistic aircraft trajectory models are useful in the design and validation of air traffic management (ATM) systems. Models of aircraft operated under instrument flight rules (IFR…
cs.LG2022
Conditional Approximate Normalizing Flows for Joint Multi-Step Probabilistic Forecasting with Application to Electricity Demand
Arec Jamgochian, Di Wu, Kunal Menda +2
Some real-world decision-making problems require making probabilistic forecasts over multiple steps at once. However, methods for probabilistic forecasting may fail to capture corr…