Coreset-based Conformal Prediction for Large-scale Learning. - Nery Riquelme-Granada; Khuong Nguyen; Zhiyuan Luo 001 (COPA, 2019)

Fast probabilistic prediction for kernel SVM via enclosing balls. - Nery Riquelme-Granada; Khuong An Nguyen; Zhiyuan Luo 001 (COPA, 2020)

On Generating Efficient Data Summaries for Logistic Regression: A Coreset-based Approach. - Nery Riquelme-Granada; Khuong An Nguyen; Zhiyuan Luo 001 (DATA, 2020)

Coreset-Based Data Compression for Logistic Regression. - Nery Riquelme-Granada; Khuong An Nguyen; Zhiyuan Luo 001 (DATA (Revised Selected Papers), 2020)

Communication-efficient Conformal Prediction for Distributed Datasets. - Nery Riquelme-Granada; Zhiyuan Luo 001; Khuong An Nguyen (COPA, 2022)