Yu, Yanxuan

MT2ST: Adaptive Multi-Task to Single-Task Learning

2024 · arXiv (Cornell University)

Efficient machine learning (ML) has become increasingly important as models grow larger and data volumes expand. In this work, we address the trade-off between generalization in multi-task learning (MTL) and precision in single-task learning (STL) …