Abstract: For standard factor graphs (S-FGs), i.e., factor graphs with local functions taking on non-negative real values, Vontobel gave a characterization of the Bethe approximation to the partition ...

This contribution is part of the special series of Inaugural Articles by members of the National Academy of Sciences elected in 2020. Mammalian cells contain only one glycosyltransferase, OGT, that ...

No gradients. No GPUs. Discover how Hamiltonian neural networks use logic and low-precision computing to challenge deep learning’s dominance.

To some, METR’s “time horizon plot” indicates that AI utopia—or apocalypse—is close at hand. The truth is more complicated.

Abstract: We investigate the convergence rate of the recently proposed subgradient-push method for distributed optimization over time-varying directed graphs. The subgradient-push method can be ...

Introduction: Accurate prediction of new baseline glomerular filtration rate (NBGFR) after radical nephroureterectomy (RNU) is important for managing upper tract urothelial carcinoma (UTUC) because it ...

1 Graduate School of Bengbu Medical University, Bengbu, Anhui, China 2 Department of Anesthesiology, The First Affiliated Hospital of Anhui University of Science and Technology, Huainan, Anhui, China ...