fides quærens intellectum

Publications

Papers

  • N. Riquelme-Granada, K. A. Nguyen and Z. Luo. Coreset-based data compression for logistic regression. In Data Management Technologies and Applications (DATA 2020, revised selected papers), Springer, pp. 195–222.
  • N. Riquelme-Granada, K. A. Nguyen and Z. Luo. Fast probabilistic prediction for kernel SVM via enclosing balls. In Conformal and Probabilistic Prediction and Applications (COPA 2020), PMLR, pp. 189–208.
  • N. Riquelme-Granada, K. A. Nguyen and Z. Luo. On generating efficient data summaries for logistic regression: a coreset-based approach. In Proceedings of the 9th International Conference on Data Science, Technology and Applications (DATA 2020), SciTePress, pp. 78–89. doi
  • N. Riquelme-Granada, K. A. Nguyen and Z. Luo. Coreset-based conformal prediction for large-scale learning. In Conformal and Probabilistic Prediction and Applications (COPA 2019), PMLR, pp. 142–162.