Topic · Artificial Intelligence
Machine Learning and Algorithms
Machine Learning and Algorithms is a research topic within Artificial Intelligence. Science Explorer counts 18k research works in it since 1954. 9.9% of them reached the world's top 10% most cited for their field and year.
This cluster of papers revolves around the topic of active learning in machine learning research. It covers various aspects such as semi-supervised learning, deep learning, Gaussian processes, image classification, text categorization, batch mode active learning, statistical guarantees, and human-in-the-loop approaches.
- Active Learning
- Machine Learning
- Semi-supervised Learning
- Deep Learning
- Gaussian Processes
- Image Classification
- Text Categorization
- Batch Mode
- Statistical Guarantees
- Human-in-the-loop
- Research works
- 18k fractional, since 1954
- In the world top 10%
- 1.7k per year above
- Top-10% rate
- 9.9% share of its works in the world top 10%
- Growth, 2018-21 → 2022-25
- +10% the tick is no change
- Largest producer
United States
33% of the 10 largest, 2022-now
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