labeled data
Data that has been annotated with informative tags or labels to indicate the target outputs or classes, essential for supervised learning tasks where models learn from example pairs of input-output.
- On the sample complexity of semi-supervised multi-objective learning
- Prediction-Powered Semi-Supervised Learning with Online Power Tuning
- Steering Generative Models with Experimental Data for Protein Fitness Optimization
- The First Few Tokens Are All You Need: An Efficient and Effective Unsupervised Prefix Fine-Tuning Method for Reasoning Models
- Uncertain Knowledge Graph Completion via Semi-Supervised Confidence Distribution Learning
- Video Diffusion Models Excel at Tracking Similar-Looking Objects Without Supervision