Can Large Language Models Unlock Novel Scientific Research Ideas? Paper • 2409.06185 • Published Sep 10, 2024 • 14
The Power of First-Order Smooth Optimization for Black-Box Non-Smooth Problems Paper • 2201.12289 • Published Jan 28, 2022
Stochastic Gradient Descent with Preconditioned Polyak Step-size Paper • 2310.02093 • Published Oct 3, 2023
Damped Newton Method with Near-Optimal Global $\mathcal {O}\left(k^{-3} \right)$ Convergence Rate Paper • 2405.18926 • Published May 29, 2024
SANIA: Polyak-type Optimization Framework Leads to Scale Invariant Stochastic Algorithms Paper • 2312.17369 • Published Dec 28, 2023
Jais and Jais-chat: Arabic-Centric Foundation and Instruction-Tuned Open Generative Large Language Models Paper • 2308.16149 • Published Aug 30, 2023 • 28
Graph Neural Network Enhanced Language Models for Efficient Multilingual Text Classification Paper • 2203.02912 • Published Mar 6, 2022