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 ...

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 subspace ...

In this work, we identify Vector Multiply-Adds (VMA), Distributed Dot Products (DDOT), and Sparse Matrix-Vector Multiplication (Matvec) as three fundamental operations that are widely used in Krylov ...

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 articles from across Nature Portfolio Atom RSS Feed Genetic vectors are vehicles for delivering foreign DNA into recipient cells. Vectors can replicate autonomously and typically ...