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Keyword

algorithmic learning theory

Description: A theoretical field of machine learning that studies the formal properties, capabilities, and limits of learning algorithms.
Wikidata ID: wiki/Q4724364
OpenAlex ID: keywords/algorithmic-learning-theory
A bound on the label complexity of agnostic active learning
2007 · Steve Hanneke · International Conference on Machine Learning · 231
Proceedings of the 20th international conference on Algorithmic learning theory
2009 · Ricard Gavaldà, Gábor Lugosi, et al. · 77
Algorithmic Learning Theory
2011 · Orseau, Laurent, L. · Lecture notes in computer science · 75
Proceedings of The 16th International Conference on Algorithmic Learning Theory
2005 · Alexander Clark, R. Eyraud · Springer US · 73
Proceedings of the 21st international conference on Algorithmic learning theory
2010 · Marcus Hütter, Frank Stephan, et al. · 60
Proceedings of the 28th International Conference on Algorithmic Learning Theory
2017 · Steve Hanneke, Lev Reyzin · 54
Proceedings of the 23rd international conference on Algorithmic Learning Theory
2012 · Nader H. Bshouty, Gilles Stoltz, et al. · 54
A Spectral Learning Algorithm for Finite State Transducers
2011 · Borja Balle, Ariadna Quattoni, et al. · Lecture notes in computer science · 34
Algorithmic Learning Theory
2006 · Lecture notes in computer science · 29
Foundations of active automata learning: an algorithmic perspective
2015 · Isberner, Malte · Technische Universität Dortmund Eldorado (Technische Universität Dortmund) · 28
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Sequential sampling techniques for algorithmic learning theory
2005 · Osamu Watanabe · Theoretical Computer Science · 28
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Algorithmic Learning Theory
2008 · Carbonell, Jaime G, Zeugmann, Thomas, et al. · Lecture notes in computer science · 26
On PAC Learning Algorithms for Rich Boolean Function Classes
2006 · Rocco A. Servedio · Lecture notes in computer science · 25
Identification in the Limit with Probability One of Stochastic Deterministic Finite Automata
2000 · Colin de la Higuera, Franck Thollard · Lecture notes in computer science · 23
Algorithmic Learning Theory
1998 · Richter, Michael M, Zeugmann, Thomas, et al. · Lecture notes in computer science · 20
Algorithmic Learning Theory
2005 · Jain, Sanjay, Tomita, Etsuji, et al. · Lecture notes in computer science · 19
From inductive inference to algorithmic learning theory
1993 · Rolf Wiehagen · Lecture notes in computer science · 18
Algorithmic Learning Theory
2012 · Lecture notes in computer science · 17
Algorithmic Learning Theory
2007 · Hutter, Marcus, Takimoto, Eiji, et al. · Lecture notes in computer science · 15
Learning families of algebraic structures from informant
2020 · Nikolay Bazhenov, Ekaterina Fokina, et al. · Information and Computation · 14
Algorithmic Learning Theory
2016 · Zilles, Sandra, Simon, Hans Ulrich, et al. · Lecture notes in computer science · 14
Algorithms for Learning Regular Expressions
2005 · Henning Fernau · Lecture notes in computer science · 14
Algorithmic Learning Theory
2001 · Abe, Naoki, Zeugmann, Thomas, et al. · Lecture notes in computer science · 14
Algorithmic Learning Theory
1999 · Watanabe, Osamu, Yokomori, Takashi · Lecture notes in computer science · 14
Proceedings of the 22nd international conference on Algorithmic learning theory
2011 · Jyrki Kivinen, Csaba Szepesvári, et al. · 12
Works count: 210
Citation count: 1,246
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