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cs.LG2026
A Tale of Two Problems: Multi-Task Bilevel Learning Meets Equality Constrained Multi-Objective Optimization
Zhiyao Zhang, Myeung Suk Oh, Zhen Qin +3
In recent years, bilevel optimization (BLO) has attracted significant attention for its broad applications in machine learning. However, most existing works on BLO remain confined…
cs.LG2024
SA-Attack: Speed-adaptive stealthy adversarial attack on trajectory prediction
Huilin Yin, Jiaxiang Li, Pengju Zhen +1
Trajectory prediction is critical for the safe planning and navigation of automated vehicles. The trajectory prediction models based on the neural networks are vulnerable to advers…