scientific article; zbMATH DE number 7049752
From MaRDI portal
Publication:4633044
zbMath1483.68300arXiv1703.06536MaRDI QIDQ4633044
Publication date: 2 May 2019
Full work available at URL: https://arxiv.org/abs/1703.06536
Title: zbMATH Open Web Interface contents unavailable due to conflicting licenses.
PAC learningstatistical learning theoryactive learningsample complexityselective samplingreject optiondisagreement coefficientselective classificationagnostic casepointwise-competitiveselective prediction
Classification and discrimination; cluster analysis (statistical aspects) (62H30) Learning and adaptive systems in artificial intelligence (68T05)
Cites Work
- Unnamed Item
- Unnamed Item
- Unnamed Item
- Unnamed Item
- Unnamed Item
- Unnamed Item
- Unnamed Item
- Unnamed Item
- Unnamed Item
- Selective sampling using the query by committee algorithm
- Optimal aggregation of classifiers in statistical learning.
- Surrogate losses in passive and active learning
- Agnostic active learning
- Minimax Analysis of Active Learning
- On the Version Space Compression Set Size and Its Applications
- Learning with Rejection
- Refined Error Bounds for Several Learning Algorithms
- Agnostic Pointwise-Competitive Selective Classification
- Active Learning in the Non-realizable Case
- Learning Theory
- Theory of Disagreement-Based Active Learning
- On the Uniform Convergence of the Frequencies of Occurrence of Events to Their Probabilities
- Plug-in Approach to Active Learning
- Activized Learning: Transforming Passive to Active with Improved Label Complexity
- Advanced Lectures on Machine Learning
- On optimum recognition error and reject tradeoff
This page was built for publication:
