Learning DNFs under product distributions via μ-biased quantum Fourier sampling

We show that DNF formulae can be quantum PAC-learned in polynomial time under product distributions using a quantum example oracle. The current best classical algorithm runs in superpolynomial time. Our result extends the work by Bshouty and Jackson (1998) that proved that DNF formulae are efficient...

Täydet tiedot

Bibliografiset tiedot
Päätekijät: Kanade, V, Rocchetto, A, Severini, S
Aineistotyyppi: Journal article
Kieli:English
Julkaistu: Rinton Press 2019