2 papers
cs.LG2026
CapyMOA: Efficient Machine Learning for Data Streams and Online Continual Learning in Python
Heitor Murilo Gomes, Anton Lee, Nuwan Gunasekara +9
CapyMOA is an open-source Python library for efficient machine learning on data streams and online continual learning. It provides a structured framework for real-time learning, su…
cs.LG2024
Enabling Asymmetric Knowledge Transfer in Multi-Task Learning with Self-Auxiliaries
Olivier Graffeuille, Yun Sing Koh, Joerg Wicker +1
Knowledge transfer in multi-task learning is typically viewed as a dichotomy; positive transfer, which improves the performance of all tasks, or negative transfer, which hinders th…