UnderstandingProgrammaticWeakSupervision viaSource-awareInfluenceFunction
–Neural Information Processing Systems
Toachievethis, webuildonInfluenceFunction(IF)andproposesource-awareIF 2,whichleverages the generation process of the probabilistic labels to decompose the end model's training objective and then calculate the influence associated with each (data, source, class)tuple.
Neural Information Processing Systems
Feb-7-2026, 13:44:54 GMT
- Country:
- Europe > Slovenia
- Drava > Municipality of Benedikt > Benedikt (0.04)
- North America > United States
- Illinois (0.04)
- Europe > Slovenia
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- Research Report (0.46)
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