Ayokunle Awelewa

EVE: A Task-Adaptive Optimization Algorithm for Balanced Multitask Learning

2026 · IEEE Access

Optimization plays a central role in multitask learning (MTL), yet widely used optimizers such as Adam and AdamW assume uniform parameter updates across tasks, often leading to optimization bias where simpler objectives dominate training. This …