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Pierre-Alexandre Murena

2 accepted papers

2023

Teaching to Learn: Sequential Teaching of Learners with Internal States

AAAI 2023technical

In sequential machine teaching, a teacher’s objective is to provide the optimal sequence of inputs to sequential learners in order to guide them towards the best model. However, this teaching objective considers a restricted class of learners with fixed inductive biases. In this paper, we extend the…

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2020

Solving Analogies on Words based on Minimal Complexity Transformation

IJCAI 2020poster

Analogies are 4-ary relations of the form "A is to B as C is to D". When A, B and C are fixed, we call analogical equation the problem of finding the correct D. A direct applicative domain is Natural Language Processing, in which it has been shown successful on word inflections, such as conjugation…

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