Task-Based Learning via Task-Oriented Prediction Network with Applications in Finance

Di Chen, Yada Zhu, Xiaodong Cui +1

Real-world applications often involve domain-specific and task-based performance objectives that are not captured by the standard machine learning losses, but are critical for deci…