Foundations · MLD-1322
Weak supervision
Learning from noisy, incomplete, indirect, or programmatically supplied supervision.
Original reference page · detailed expansion pending. Original definitions, examples, notes and citations are preserved below. New examples are illustrative, not benchmark results.
Original example
Use heuristic rules to label documents.
Original caveat
Weak labels are not equivalent to verified ground truth.
Context and aliases
Level: Foundational. Stages: Theory · Training · Inference.
Tags: ML · DL · SLM · LLM.
Aliases: None recorded.
Related concepts
Concepts linking here
Original references
- Deep Learning: online textbook ↗ · Consulted
- Google Machine Learning Glossary ↗ · Consulted
- Original reference URL ↗