FusionBench is a benchmark suite designed to evaluate the performance of various deep model fusion techniques. It aims to provide a comprehensive comparison of different methods on a variety of ...

Sparse identification of nonlinear dynamical systems is an important project, directly addressing the physics community’s long-standing goal of data-driven discovery. Although many effective methods ...

For all Zadie Smith’s talents and successes as a novelist, some in the literary world think her real strength is non-fiction. And she is, indeed, one of the essay form’s modern masters. Her new ...

$$ \min_{u \in U_{\text{ad}}} J(S(u)) + (\alpha/2) \|u\|_{L^2(D)}^2 + \beta \|u\|_{L^1(D)}, $$ M. Besançon, A. Carderera, S. Pokutta (2022) FrankWolfe.jl: A High ...

The problem of tensor completion has applications in healthcare, computer vision, and other domains. However, past approaches to tensor completion have faced a tension in that they either have ...

Recently, automated robotic systems have become very efficient, thanks to improved coupling between sensor systems and algorithms, of which the latter have been gaining significance thanks to the ...

Abstract: Linear optimization is many times algorithmically simpler than non-linear convex optimization. Linear optimization over matroid polytopes, matching polytopes and path polytopes are example ...

Abstract: In this paper we consider how to determine route traffic flows for traffic assignment problem (TAP). A new approach is proposed for this purpose. It determines the route traffic flows ...