Science Explorer Back to mapMap

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
Drawing this view