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ALT
2009
Springer
14 years 4 months ago
Iterative Learning from Texts and Counterexamples Using Additional Information
Abstract. A variant of iterative learning in the limit (cf. [LZ96]) is studied when a learner gets negative examples refuting conjectures containing data in excess of the target la...
Sanjay Jain, Efim B. Kinber
ALT
2009
Springer
14 years 4 months ago
Uncountable Automatic Classes and Learning
In this paper we consider uncountable classes recognizable by ω-automata and investigate suitable learning paradigms for them. In particular, the counterparts of explanatory, vac...
Sanjay Jain, Qinglong Luo, Pavel Semukhin, Frank S...
ALT
2009
Springer
14 years 4 months ago
Learning Unknown Graphs
Motivated by a problem of targeted advertising in social networks, we introduce and study a new model of online learning on labeled graphs where the graph is initially unknown and...
Nicolò Cesa-Bianchi, Claudio Gentile, Fabio...

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Pavan MallapragadaStudent, PhD
Michigan State University
Pavan Mallapragada

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algorithmicIndependent Researcher
algorithmic

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vladoStudent, PhD
Faculty of Electrical Engineering, Banja Luka, Bosnia and Herzegovina
vlado

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RaphaelPostdoctoral
ETH Zurich
Raphael

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leistnerStudent, PhD
Graz University of Technology
leistner