Nate Gruver

Large Language Models Are Zero-Shot Time Series Forecasters

Nate Gruver, Marc Finzi, Shikai Qiu et al. · arXiv (Cornell University) · 2023 · 93 citations · Full text

Structured Prediction, Llm Fine-tuning, Engineering +18

Fine-Tuned Language Models Generate Stable Inorganic Materials as Text

Nate Gruver, Anuroop Sriram, Andrea Madotto et al. · arXiv (Cornell University) · 2024 · 33 citations · Full text

Materials Science, Natural Language Processing, Large Language Models +15

On Feature Learning in the Presence of Spurious Correlations

Pavel Izmailov, Polina Kirichenko, Nate Gruver et al. · arXiv (Cornell University) · 2022 · 23 citations · Full text

Convolutional Neural Network, Engineering, Machine Learning +20

Accelerating Bayesian Optimization for Biological Sequence Design with Denoising Autoencoders

Samuel C. Stanton, Wesley J. Maddox, Nate Gruver et al. · arXiv (Cornell University) · 2022 · 22 citations · Full text

Pareto Frontier, Engineering, Machine Learning +17

Protein Design with Guided Discrete Diffusion

Nate Gruver, Samuel C. Stanton, Nathan C. Frey et al. · arXiv (Cornell University) · 2023 · 18 citations · Full text

Engineering, Machine Learning, Discrete Diffusions +17