IEEE

Second-order Volterra Adaptive Filtering Based on Natural Gradient Descent

Abstract: In this paper, a second-order Volterra adaptive filtering algorithm based on natural gradient descent (SOVNGD) is proposed. Compared to the conventional second-order Volterra (SOV) algorithm ...
India Today

The geometry of power: Algorithmic sovereignty in the 21st Century

Every epoch in human history has had its equation of power. The variables of the 21st century are data, compute, and models.
Tech Xplore

A simple baseline for AI forecasting in machine learning

In a recent paper, SFI Complexity Postdoctoral Fellow Yuanzhao Zhang and co-author William Gilpin show that a deceptively ...

New AI method flags fluid flow tipping points before simulations break down

David J. Silvester, a mathematics professor at the University of Manchester, has developed a novel machine-learning method to ...
IEEE

A Reinforcement Learning Algorithm for Safety Decision Making in Autonomous Driving Systems with Reward Machine Guidance

Abstract: In the field of autonomous driving, safe and efficient decision-making through deep reinforcement learning remains a significant challenge. Existing methods often struggle to adapt to the ...