Mr Paolo Toccaceli

  1. 2016
  2. Published

    Conformal Predictors for Compound Activity Prediction

    Toccaceli, P., Nouretdinov, I. & Gammerman, A., 17 Apr 2016, Conformal and Probabilistic Prediction with Applications: 5th International Symposium, COPA 2016 Madrid, Spain, April 20–22, 2016 Proceedings. Springer, Vol. 9653. p. 51-66 16 p. (Lecture Notes in Computer Science; vol. 9653).

    Research output: Chapter in Book/Report/Conference proceedingConference contribution

  3. 2017
  4. Published

    Combination of Conformal Predictors for Classification

    Toccaceli, P. & Gammerman, A., 13 Jun 2017, Proceedings of Machine Learning Research. Lawrence, N. & Reid, M. (eds.). Vol. 60. p. 39-61 23 p. (The Proceedings of Machine Learning Research; vol. 60).

    Research output: Chapter in Book/Report/Conference proceedingConference contribution

  5. Published

    Conformal prediction of biological activity of chemical compounds

    Toccaceli, P., Nouretdinov, I. & Gammerman, A., Oct 2017, In : Annals of Mathematics and Artificial Intelligence. 81, 1-2, p. 105–123 19 p.

    Research output: Contribution to journalArticle

  6. 2018
  7. Published

    Inductive Venn-Abers Predictive Distribution

    Nouretdinov, I., Volkhonskiy, D., Lim, P., Toccaceli, P. & Gammerman, A., Jun 2018, 7th Symposium on Conformal and Probabilistic Prediction with Applications (COPA 2018). Vol. 91. p. 15-36 22 p. (Proceedings of Machine Learning Research).

    Research output: Chapter in Book/Report/Conference proceedingConference contribution

  8. 2019
  9. Published

    Conformal predictor combination using Neyman–Pearson Lemma

    Toccaceli, P., 2019, Proceedings of Machine Learning Research. Vol. 105. p. 66-88

    Research output: Chapter in Book/Report/Conference proceedingConference contribution

  10. Published

    Accurate Hit Estimation for Iterative Screening Using Venn-ABERS Predictors

    Buendia, R., Toccaceli, P., Carlsson, L., Ahlberg, E., Kogej, T., Engkvist, O., Linusson, H. & Ulf, J., 6 Feb 2019, In : Journal of Chemical Information and Modeling. 59, 3

    Research output: Contribution to journalArticle

  11. Published

    Combination of inductive mondrian conformal predictors

    Toccaceli, P. & Gammerman, A., Mar 2019, In : Machine Learning. 108, 3, p. 489–510 22 p.

    Research output: Contribution to journalArticle

  12. 2020
  13. Published

    Conformal calibration

    Vovk, V., Petej, I., Toccaceli, P., Gammerman, A., Ahlberg, E. & Carlsson, L., Sep 2020, Proceedings of Machine Learning Research. Gammerman, A., Vovk, V., Luo, Z., Smirnov, E. & Cherubin, G. (eds.). Vol. 128. p. 84-99 16 p.

    Research output: Chapter in Book/Report/Conference proceedingChapter