The Subspace Foundation, established in June 2023, is the driving force behind the Autonomys Network - a cutting-edge instance of the Subspace protocol designed for web3 x AI infrastructure. Our ...

Abstract: In this paper, we present an adaptation of Newton's method for the optimization of Subspace Support Vector Data Description (S-SVDD). The objective of S-SVDD is to map the original data to a ...

Abstract: Modern SmartNICs are capable of performing both computation and communication operations. In this context, past works on accelerating HPC/DL applications have manually selected some ...

Global active subspace (GAS) method [1] is a generalization of active subspace (AS) method by replacing the matrix C with more "global" information. Theoretical results and experiments show that GAS ...

Genetic vectors are vehicles for delivering foreign DNA into recipient cells. Vectors can replicate autonomously and typically include features to facilitate the manipulation of DNA as well as a ...