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ECTEL
2011
Springer
8 years 6 months ago
Transferring an Outcome-Oriented Learning Architecture to an IT Learning Game
Birgit Schmitz, Roland Klemke, Michael Totschnig, ...
ALT
2011
Springer
8 years 6 months ago
On the Expressive Power of Deep Architectures
Deep architectures are families of functions corresponding to deep circuits. Deep Learning algorithms are based on parametrizing such circuits and tuning their parameters so as to ...
Yoshua Bengio, Olivier Delalleau
ALT
2011
Springer
8 years 6 months ago
Deviations of Stochastic Bandit Regret
This paper studies the deviations of the regret in a stochastic multi-armed bandit problem. When the total number of plays n is known beforehand by the agent, Audibert et al. (2009...
Antoine Salomon, Jean-Yves Audibert
ALT
2011
Springer
8 years 6 months ago
Semantic Communication for Simple Goals Is Equivalent to On-line Learning
Abstract. Previous works [11, 6] introduced a model of semantic communication between a “user” and a “server,” in which the user attempts to achieve a given goal for commun...
Brendan Juba, Santosh Vempala
ALT
2011
Springer
8 years 6 months ago
On Noise-Tolerant Learning of Sparse Parities and Related Problems
We consider the problem of learning sparse parities in the presence of noise. For learning parities on r out of n variables, we give an algorithm that runs in time poly log 1 δ , ...
Elena Grigorescu, Lev Reyzin, Santosh Vempala

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snaaailStudent, BSc
Tsinghua University
snaaail

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Stylianos AsteriadisPostdoctoral
National Technical University of Athens
Stylianos Asteriadis

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mooweaverProgrammer
mooweaver
MLQ
2011
8 years 9 months ago
Coding into HOD via normal measures with some applications
We develop a new method for coding sets while preserving gch in the presence of large cardinals, particularly supercompact cardinals. We will use the number of normal measures carr...
Arthur W. Apter, Shoshana Friedman
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