Abstract: In Federated Learning (FL), optimizing communication efficiency and utilizing computational resources present key challenges. This paper proposes the Federated Adaptive Deep Sparse ...

Q: I bought several angels trumpet plants this year. They have had several blooms and are 6 feet tall and are planted in a flower bed. Will they usually be winter hardy -- I live in south Arkansas? If ...

In fall, prune shrubs only to remove dead, damaged, or diseased branches. Wait until leaves drop to better spot problem areas. Keep cuts minimal and avoid removing large limbs or heavy growth. As you ...

To help tackle the garden this month before frost sets in, a gardening specialist has revealed what needs pruning. The purpose of pruning is to eliminate dead, diseased and damaged branches along with ...

Pruning remains one of the crucial jobs gardeners should be focusing on throughout October - particularly when it comes to one specific plant. Monty Don has shared his knowledge with gardeners, urging ...

Abstract: Most existing wireless federated learning (FL) studies focused on homogeneous model settings where devices train identical local models. In this setting, the devices with poor communication ...

Describe the bug This bug was originally raised in NuGet/Home#11786 (comment). The gist is that there's a net9.0-windows project with UseWPF in the project file referencing a single package. That ...

With summer well and truly over, it's time to start thinking about preparing gardens and outdoor spaces for the winter months ahead. A spot of preparation now can save a heap of effort come spring, ...

A widow is suing an electricity distribution company after her gardener husband was electrocuted while pruning hedges. Tina Campbell, 42, said her life had been “completely shattered” following her ...

12:54, Tue, Oct 7, 2025 Updated: 12:55, Tue, Oct 7, 2025 A devastated widow says her husband went to work as normal but tragically never returned after he accidentally cut through a substation wire.