This page shows the most relevant public items for Mathematics, ranked by trend activity and review signal. Use weekly for fast changes, monthly for more stable patterns, and all-time for evergreen picks.
Paper • Oct 5, 2022 • Nature • Alhussein Fawzi, Matej Balog, Aja Huang, Thomas Hubert, Pushmeet Kohli
Matrix multiplication is a fundamental computational task, heavily utilized in neural networks, scientific computing, and graphics. Despite its ubiquity, finding optimal algorithms for matrix multi...
Paper • Jan 17, 2024 • Nature • Trieu Trinh, Yuhuai Wu, Quoc V. Le, He He, Thang Luong
Proving mathematical theorems requires deep logical reasoning and intuition, representing a grand challenge for AI. We introduce AlphaGeometry, a neuro-symbolic system that solves complex geometry ...
Paper • Dec 14, 2023 • Nature • Bernardino Romera-Paredes, Mohammadamin Barekatain, Alexander Novikov, Matej Balog, Pushmeet Kohli
Large language models (LLMs) have demonstrated impressive capabilities in code generation, but their ability to discover novel mathematical knowledge has been limited by hallucinations and lack of ...