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ALT
2009
Springer
14 years 12 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 12 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 12 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