Luqin Gan

According to our database, Luqin Gan authored at least 6 papers between 2020 and 2025.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of five.

2025

Are machine learning interpretations reliable? A stability study on global interpretations.

Luqin Gan, Tarek M. Zikry, Genevera I. Allen

CoRR, May, 2025

2023

Interpretable Machine Learning for Discovery: Statistical Challenges \& Opportunities.

Genevera I. Allen, Luqin Gan, Lili Zheng

CoRR, 2023

2022

Fast and interpretable consensus clustering via minipatch learning.

Luqin Gan, Genevera I. Allen

PLoS Comput. Biol., October, 2022

Correlation Imputation for Single-Cell RNA-seq.

Luqin Gan, Giuseppe Vinci, Genevera I. Allen

J. Comput. Biol., 2022

Inference for Interpretable Machine Learning: Fast, Model-Agnostic Confidence Intervals for Feature Importance.

Luqin Gan, Lili Zheng, Genevera I. Allen

CoRR, 2022

2020

Correlation Imputation in Single cell RNA-seq using Auxiliary Information and Ensemble Learning.

Luqin Gan, Giuseppe Vinci, Genevera I. Allen

Proceedings of the BCB '20: 11th ACM International Conference on Bioinformatics, 2020