ScholarIQanswers from OpenAlex
Machine Learning and Algorithms
TopicLeading institutions, researchers & key papers
Machine Learning and Algorithms is a topic indexed in ScholarIQ from OpenAlex.
What is known about Machine Learning and Algorithms?
ScholarIQrecord summary
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.
How many works does Machine Learning and Algorithms have?
ScholarIQindexed works
Machine Learning and Algorithms has 29 works in the ScholarIQ index. The count is the OpenAlex total, not the number of papers listed on this page.
What is the OpenAlex record for Machine Learning and Algorithms?
ScholarIQopenalex
The OpenAlex for Machine Learning and Algorithms is on the source record.
What are the most-cited papers on Machine Learning and Algorithms?
ScholarIQmost cited works
An analysis of active learning strategies for sequence labeling tasks
Burr Settles, Mark Craven
Multiple-Instance Active Learning
Burr Settles, Mark Craven, Soumya Ray
Using Sampling and Queries to Extract Rules from Trained Neural Networks
Mark Craven, Jude Shavlik
The Unreasonable Effectiveness of Noisy Data for Fine-Grained Recognition
Jonathan Krause, Benjamin Sapp, Andrew Howard, Howard Zhou, Alexander Toshev, Tom Duerig, James Philbin, Li Fei-Fei
Temporal logic inference for classification and prediction from data
Zhaodan Kong, Austin Jones, Ana Medina Ayala, Ebru Aydın Göl, Călin Belta
Where is Machine Learning and Algorithms research published, and who funds it?
ScholarIQvenues & funding sources
TOP JOURNALS
TOP FUNDERS
National Science Foundation—
NIH—
Wellcome Trust—
European Research Council—
Funder breakdown is a member featureSign up free to unlock
How much of the research on Machine Learning and Algorithms is open access?
ScholarIQopen access share
17%OPEN ACCESS