Get our free extension to see links to code for papers anywhere online!

Chrome logo  Add to Chrome

Firefox logo Add to Firefox

Symbolic Regression is NP-hard


Jul 11, 2022
Marco Virgolin, Solon P. Pissis

* corrected citation Abbass 2002 -> Cramer 1985 

   Access Paper or Ask Questions

  • Share via Twitter
  • Share via Facebook
  • Share via LinkedIn
  • Share via Whatsapp
  • Share via Messenger
  • Share via Email

Coefficient Mutation in the Gene-pool Optimal Mixing Evolutionary Algorithm for Symbolic Regression


Apr 26, 2022
Marco Virgolin, Peter A. N. Bosman

* preprint of paper accepted at GECCO 2022 Workshop on Symbolic Regression 

   Access Paper or Ask Questions

  • Share via Twitter
  • Share via Facebook
  • Share via LinkedIn
  • Share via Whatsapp
  • Share via Messenger
  • Share via Email

Less is More: A Call to Focus on Simpler Models in Genetic Programming for Interpretable Machine Learning


Apr 05, 2022
Marco Virgolin, Eric Medvet, Tanja Alderliesten, Peter A. N. Bosman


   Access Paper or Ask Questions

  • Share via Twitter
  • Share via Facebook
  • Share via LinkedIn
  • Share via Whatsapp
  • Share via Messenger
  • Share via Email

On genetic programming representations and fitness functions for interpretable dimensionality reduction


Mar 14, 2022
Thomas Uriot, Marco Virgolin, Tanja Alderliesten, Peter Bosman


   Access Paper or Ask Questions

  • Share via Twitter
  • Share via Facebook
  • Share via LinkedIn
  • Share via Whatsapp
  • Share via Messenger
  • Share via Email

Evolvability Degeneration in Multi-Objective Genetic Programming for Symbolic Regression


Feb 16, 2022
Dazhuang Liu, Marco Virgolin, Tanja Alderliesten, Peter A. N. Bosman


   Access Paper or Ask Questions

  • Share via Twitter
  • Share via Facebook
  • Share via LinkedIn
  • Share via Whatsapp
  • Share via Messenger
  • Share via Email

Adults as Augmentations for Children in Facial Emotion Recognition with Contrastive Learning


Feb 10, 2022
Marco Virgolin, Andrea De Lorenzo, Tanja Alderliesten, Peter A. N. Bosman


   Access Paper or Ask Questions

  • Share via Twitter
  • Share via Facebook
  • Share via LinkedIn
  • Share via Whatsapp
  • Share via Messenger
  • Share via Email

Conversational Agents: Theory and Applications


Feb 07, 2022
Mattias Wahde, Marco Virgolin

* preprint of a chapter to appear in Handbook of Computer Learning and Intelligence - Volume 1 

   Access Paper or Ask Questions

  • Share via Twitter
  • Share via Facebook
  • Share via LinkedIn
  • Share via Whatsapp
  • Share via Messenger
  • Share via Email

On the Robustness of Counterfactual Explanations to Adverse Perturbations


Jan 22, 2022
Marco Virgolin, Saverio Fracaros


   Access Paper or Ask Questions

  • Share via Twitter
  • Share via Facebook
  • Share via LinkedIn
  • Share via Whatsapp
  • Share via Messenger
  • Share via Email
1
2
3
>>