37 citations · 224 across the 83 of their papers we have counts for
4 papers · 1 filter
ReproducedPapers.org: Openly teaching and structuring machine learning reproducibility
Burak Yildiz, Hayley Hung, Jesse H. Krijthe +9
We present ReproducedPapers.org: an open online repository for teaching and structuring machine learning reproducibility. We evaluate doing a reproduction project among students an…
Fitness Landscape Analysis of Dimensionally-Aware Genetic Programming Featuring Feynman Equations
Marko Durasevic, Domagoj Jakobovic, Marcella Scoczynski Ribeiro Martins +2
Genetic programming is an often-used technique for symbolic regression: finding symbolic expressions that match data from an unknown function. To make the symbolic regression more…
Towards an evolutionary-based approach for natural language processing
Luca Manzoni, Domagoj Jakobovic, Luca Mariot +2
Tasks related to Natural Language Processing (NLP) have recently been the focus of a large research endeavor by the machine learning community. The increased interest in this area…
CoInGP: Convolutional Inpainting with Genetic Programming
Domagoj Jakobovic, Luca Manzoni, Luca Mariot +2
We investigate the use of Genetic Programming (GP) as a convolutional predictor for missing pixels in images. The training phase is performed by sweeping a sliding window over an i…