Advanced Sensor and Control Systems

Últimos artículos

• A New First-Order Meta-Learning Algorithm with Convergence Guarantees

  El Mahdi Chayti, Martin Jaggi · 13 de agosto de 2026

  Learning new tasks by leveraging prior experience is a fundamental trait of intelligent systems. While Model-Agnostic Meta-Learning (MAML) is a leading approach, it suffers from significant computational and memory overhead due to the requirement of computing second-order meta-gradients. We propose …

• Self-Supervised Learning Using Nonlinear Dependence

  M. Hadi Sepanj, Benyamin Ghojogh, Paul Fieguth · 18 de noviembre de 2025

  Self-supervised learning has gained significant attention in contemporary applications, particularly due to the scarcity of labeled data. While existing SSL methodologies primarily address feature variance and linear correlations, they often neglect the intricate relations between samples and the no…