Supervised learning methods
A research field
Supervised learning methods is losing ground in AI research: 0.5% to 0.4% of new AI papers, -0.1 points. It ranks #25 of 44 by gain in share. As of Oct 10, 2026.
- Change in share
- -0.1 pts
- Share, last 3 months
- 0.4%
- Papers, last 3 months
- 141
- Ready for products
- 2.5 / 5
Ideas in this field
Class imbalance0.0% → 0.0%0.0 ptsCurriculum learning0.0% → 0.0%0.0 ptsMultiple instance learning0.0% → 0.0%0.0 ptsFeature selection0.0% → 0.0%0.0 ptsSupervised contrastive learning0.0% → 0.0%0.0 ptsModel ensembling0.0% → 0.0%0.0 ptsLong tailed learning0.0% → 0.0%0.0 ptsPrototype learning0.0% → 0.0%0.0 ptsPrior data fitted network0.0% → 0.0%0.0 ptsEnsemble learning0.0% → 0.0%0.0 pts
Supervised learning methods: quick answers
No. Its share of new AI papers went from 0.5% to 0.4%, with 141 papers in the last 3 months.