{
"OpenAlex": {
"display_name": "Active Learning in Machine Learning Research",
"description": "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.",
"keywords": [
"Active Learning",
"Machine Learning",
"Semi-supervised Learning",
"Deep Learning",
"Gaussian Processes",
"Image Classification",
"Text Categorization",
"Batch Mode",
"Statistical Guarantees",
"Human-in-the-loop"
],
"ids": {
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"wikipedia": "https://en.wikipedia.org/wiki/Active_learning_(machine_learning)"
},
"subfield": {
"id": "https://openalex.org/subfields/1702",
"display_name": "Artificial Intelligence"
},
"field": {
"id": "https://openalex.org/fields/17",
"display_name": "Computer Science"
},
"domain": {
"id": "https://openalex.org/domains/3",
"display_name": "Physical Sciences"
},
"updated_date": "2024-08-12T06:01:56.031677",
"created_date": "2024-01-23",
"type": "topic",
"oa_id": "T12072",
"id": "https://openalex.org/T12072"
}
}