The ninth Dedekind number, then – still undiscovered by 2023, some 32 years after its predecessor was found – was overdue.

Abstract: Structured sparsity has been proposed as an efficient way to prune the complexity of Machine Learning (ML) applications and to simplify the handling of sparse data in hardware. Accelerating ...

Abstract: Efficiently synthesizing an entire application that consists of multiple algorithms for hardware implementation is a very difficult and unsolved problem. One of the main challenges is the ...

Matrix multiplication is a fundamental operation in linear algebra and has numerous applications in various fields of science, engineering, and computation. Multiplying matrices may seem complicated ...

Matrix multiplication is at the heart of many computational tasks, including neural networks, 3D graphics... DeepMind recently introduced AlphaTensor, a deep reinforcement learning approach based on ...