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Luqin Gan

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Journal Articles

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2022
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Luqin Gan, Giuseppe Vinci, Genevera I. Allen:
Correlation Imputation for Single-Cell RNA-seq. J. Comput. Biol. 29(5): 465-482 (2022)
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Luqin Gan, Genevera I. Allen:
Fast and interpretable consensus clustering via minipatch learning. PLoS Comput. Biol. 18(10): 1010577 (2022)

Conference and Workshop Papers

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2020
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Luqin Gan, Giuseppe Vinci, Genevera I. Allen:
Correlation Imputation in Single cell RNA-seq using Auxiliary Information and Ensemble Learning. BCB 2020: 41:1-41:6

Informal and Other Publications

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2023
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Genevera I. Allen, Luqin Gan, Lili Zheng:
Interpretable Machine Learning for Discovery: Statistical Challenges \& Opportunities. CoRR abs/2308.01475 (2023)
2022
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Luqin Gan, Lili Zheng, Genevera I. Allen:
Inference for Interpretable Machine Learning: Fast, Model-Agnostic Confidence Intervals for Feature Importance. CoRR abs/2206.02088 (2022)
2021
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Luqin Gan, Genevera I. Allen:
Fast and Interpretable Consensus Clustering via Minipatch Learning. CoRR abs/2110.02388 (2021)

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