Tomek Korbak bio photo

Tomek Korbak

machine learning,
cognitive science,
philosophy

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Papers

Journal papers

  1. Korbak, T. (2019). Computational enactivism under the free energy principle. Synthese.
  2. Korbak, T. (2019). Unsupervised learning and the natural origins of content. Avant.
  3. Korbak, T. (2015). Scaffolded minds and the evolution of content in signaling pathways. Studies in Logic, Grammar and Rhetoric, 41 (54).
  4. Korbak, T. (2015). Apercepcja transcendentalna w kantowskim modelu epigenezy czystego rozumu. Przegląd Filozoficzny – Nowa seria, 3 (95).

Proceedings

  1. Korbak, T., Zubek, J., Kuciński, Ł., Miłoś, P. & Rączaszek-Leonardi, J. (2019). Developmentally motivated emergence of compositional communication via template transfer. Accepted to NeurIPS 2019 workshop Emergent Communication: Towards Natural Language.
  2. Korzeniowski, R., Rolczyński, R., Sadownik, P., Korbak, T. & Możejko, M. (2019). Exploiting Unsupervised Pre-training and Automated Feature Engineering for Low-resource Hate Speech Detection in Polish. Proceedings of the PolEval 2019 Workshop.
  3. Korbak, T. & Żak, P. (2017). Fine-tuning Tree-LSTM for phrase-level sentiment classification on a Polish dependency treebank. In Z. Vetulani and P. Paroubek (eds.) Proceedings of the 8th Language & Technology Conference.

Conference talks and posters

  1. Korbak, T. (2019). Emergent compositional communication in generalized signaling games. 8th Peripatetic Conference on Modeling Cognitive Systems.
  2. Korbak, T. (2018). Evaluating the scalability of deep active inference. 7th Peripatetic Conference on Modeling Cognitive Systems.
  3. Korbak, T. (2017). Free energy principle as a model of biological and cognitive self-organization. 6th Peripatetic Conference on Modeling Cognitive Systems.