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Active Learning
1885 directly classified papers
Papers per year
2001: 1
2002: 1
2004: 2
2005: 4
2006: 8
2007: 12
2008: 8
2009: 11
2010: 20
2011: 26
2012: 38
2013: 50
2014: 46
2015: 39
2016: 45
2017: 76
2018: 102
2019: 160
2020: 152
2021: 232
2022: 215
2023: 252
2024: 222
2025: 119
2026: 44
Papers
Worst-Case Analysis of Selective Sampling for Linear Classification
JMLR 2006
Active learning for misspecified generalized linear models
NIPS 2006
Fast Kernel Classifiers with Online and Active Learning
JMLR 2005
Active Learning For Outdoor Obstacle Detection
RSS 2005
Active Coevolutionary Learning of Deterministic Finite Automata
JMLR 2005
Active Learning to Recognize Multiple Types of Plankton
JMLR 2005
Online Choice of Active Learning Algorithms
JMLR 2004
Preference Elicitation and Query Learning
JMLR 2004
Finding the Most Interesting Patterns in a Database Quickly by Using Sequential Sampling
JMLR 2002
Support Vector Machine Active Learning with Applications to Text Classification
JMLR 2001
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