Online Set Cover and Load Balancing are central problems in online optimization, and there is a long line of work on developing algorithms for these problems with convex objectives. Although we know ...

Abstract: This article investigates the use of extended Kalman filtering to train recurrent neural networks with rather general convex loss functions and regularization terms on the network parameters ...

Matrix inequalities and convex functions constitute a central theme in modern mathematical analysis, with far‐reaching implications across numerical analysis, optimisation, quantum information, and ...

In this paper, we aim to find ecient solutions of a multi-objective optimization problem over a linear matrix inequality (LMI in short), in which the objective functions are SOS-convex polynomials. We ...

A new approach to the local and global explanation based on selecting a convex hull constructed for the finite number of points around an explained instance is proposed. The convex hull allows us to ...

Convex Group, the international specialty insurer and reinsurer, has reported its first annual net profit since inception, announcing 2023 net income of $503.2 million, a significant improvement on ...

In this talk we introduce a novel modeling and computational framework for joint discrete and continuous decision making. We consider graphs where each vertex is associated with a convex optimization ...

I'm developing a project within a team wherein our React client consumes the Convex API. As of the moment, the onboarding process and development environment setup is quite cumbersome due to ...

Convex Group Limited and Swiss Re have set a new world record, becoming the fastest mixed-gender crew to row across the Pacific Ocean. Aboard the Iron Ore vessel, two reinsurance leaders, Theresa (Tia ...