Abstract: In constrained signal processing, which encompasses areas such as compressed sensing, noisy signal recovery, and matrix completion, the communication overhead of gradients, both inter- and ...

Abstract: Federated learning (FL) preserves data privacy by exchanging gradients instead of local training data. However, these private data can still be reconstructed from the exchanged gradients.

Compression socks help reduce the risk of blood clots by promoting blood circulation. Wearing compression socks can prevent venous ulcers by improving blood flow from the legs. Compression socks may ...

Compression gloves help reduce pain and swelling in hands. They can be especially useful for arthritis and carpal tunnel syndrome, but they may not work for everyone. While they may improve symptoms, ...