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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…

Cited by 1SourcePDFScholar
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…

Cited by 0SourcePDFScholar