Difference between revisions of "Learning Techniques"
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Hybrid Learning Problems: | Hybrid Learning Problems: | ||
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* [[PRIMO.ai#Semi-Supervised|Semi-Supervised Learning]] | * [[PRIMO.ai#Semi-Supervised|Semi-Supervised Learning]] | ||
* Self-Supervised Learning | * Self-Supervised Learning | ||
* Multi-Instance Learning | * Multi-Instance Learning | ||
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Statistical Inference: | Statistical Inference: | ||
| − | |||
* Inductive Learning | * Inductive Learning | ||
* Deductive Inference | * Deductive Inference | ||
* Transductive Learning | * Transductive Learning | ||
| + | |||
Learning Techniques: | Learning Techniques: | ||
| − | |||
* [[Active Learning]] | * [[Active Learning]] | ||
* [[Online Learning]] | * [[Online Learning]] | ||
| − | |||
* [[Text Transfer Learning]] | * [[Text Transfer Learning]] | ||
* [[Image/Video Transfer Learning]] | * [[Image/Video Transfer Learning]] | ||
Revision as of 11:12, 8 December 2019
YouTube search... ...Google search
Learning Problems:
Hybrid Learning Problems:
- Semi-Supervised Learning
- Self-Supervised Learning
- Multi-Instance Learning
Statistical Inference:
- Inductive Learning
- Deductive Inference
- Transductive Learning
Learning Techniques:
- Active Learning
- Online Learning
- Text Transfer Learning
- Image/Video Transfer Learning
- Few Shot Learning
- Transfer Learning a model trained on one task is re-purposed on a second related task
- Ensemble Learning
- Multi-Task Learning (MTL)
- Apprenticeship Learning - Inverse Reinforcement Learning (IRL)
- Imitation Learning
- Simulated Environment Learning
- Lifelong Learning - Catastrophic Forgetting Challenge
