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, 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 the Eighth Symposium on Conformal and Probabilistic Prediction and Applications. Proceedings of Machine Learning Research, Vol. 105. p. 66-88 23 p.

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

  10. Published

    Combination of inductive mondrian conformal predictors

    Toccaceli, P. & Gammerman, A., 15 Mar 2019, In : Machine Learning. 108, p. 489–510 22 p.

    Research output: Contribution to journalArticle

  11. Published

    Accurate Hit Estimation for Iterative Screening Using Venn-ABERS Predictors

    Buendia, R., Kogej, T., Engkvist, O., Carlsson, L., Linusson, H., Johansson, U., Toccaceli, P. & Ahlberg, E., 25 Mar 2019, In : Journal of Chemical Information and Modeling. 59, p. 1230-1237 8 p., 3.

    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