Genre
S Supplementary Materials 1 We confirm that the dataset will be available to the community under an MIT licence and that we
Neural Information Processing Systems
For what purpose was the dataset created?
Technology: Information Technology > Artificial Intelligence > Machine Learning > Statistical Learning > Regression (0.33)
Country:
- North America > United States > California > San Diego County > San Diego (0.04)
- North America > United States > Wisconsin > Dane County > Madison (0.04)
- Europe > Poland (0.04)
- (2 more...)
Country:
- Europe > United Kingdom > England > Cambridgeshire > Cambridge (0.04)
- Asia > China > Hong Kong (0.04)
Technology:
- Information Technology > Sensing and Signal Processing > Image Processing (1.00)
- Information Technology > Artificial Intelligence > Vision (1.00)
- Information Technology > Artificial Intelligence > Natural Language > Large Language Model (0.96)
- Information Technology > Artificial Intelligence > Machine Learning > Neural Networks (0.67)
Industry:
- Health & Medicine > Therapeutic Area > Endocrinology (0.48)
- Health & Medicine > Therapeutic Area > Internal Medicine (0.48)
- Health & Medicine > Therapeutic Area > Oncology (0.48)
EHRSHOT: An EHR Benchmark for Few-Shot Evaluation of Foundation Models
Neural Information Processing Systems
We help address these challenges through three contributions. First, we publish a new dataset, EHRSHOT, which contains de-identified structured data from the electronic health records (EHRs) of 6,739 patients from Stanford Medicine.
Country:
- North America > United States > California > Santa Clara County > Palo Alto (0.05)
- North America > United States > Massachusetts > Suffolk County > Boston (0.04)
- Europe > Netherlands > North Holland > Amsterdam (0.04)
- Asia > Middle East > Israel (0.04)
Industry:
Technology:
Country:
- Asia > Middle East > Israel > Haifa District > Haifa (0.04)
- North America > United States > Virginia (0.04)
Technology:
Country:
- North America > United States (0.04)
- Europe > Spain > Andalusia > Cรกdiz Province > Cadiz (0.04)
- Europe > Denmark > Capital Region > Copenhagen (0.04)
- (3 more...)
Technology:
Technology:
- Information Technology > Hardware (1.00)
- Information Technology > Artificial Intelligence > Machine Learning > Reinforcement Learning (1.00)
- Information Technology > Artificial Intelligence > Representation & Reasoning > Optimization (0.68)
- Information Technology > Artificial Intelligence > Machine Learning > Neural Networks > Deep Learning (0.68)
Matrix Denoising with Doubly Heteroscedastic Noise: Fundamental Limits and Optimal Spectral Methods
Neural Information Processing Systems
Our main results are summarized below.
Country:
- Europe > Austria (0.04)
- North America > United States > New Jersey > Mercer County > Princeton (0.04)
- Europe > United Kingdom > England > Oxfordshire > Oxford (0.04)
- (2 more...)
Technology:
Country:
- Oceania > New Zealand > North Island > Auckland Region > Auckland (0.05)
- North America > United States (0.04)
Industry:
- Law (0.93)
- Government (0.67)
Technology:
- Information Technology > Artificial Intelligence > Vision (1.00)
- Information Technology > Artificial Intelligence > Robots (1.00)
- Information Technology > Artificial Intelligence > Representation & Reasoning (1.00)
- Information Technology > Artificial Intelligence > Machine Learning > Neural Networks (0.46)