Stability Approach to Regularization Selection (StARS) for High Dimensional Graphical Models. - Han Liu 001; Kathryn Roeder; Larry A. Wasserman (NIPS, 2010)

Smooth-projected Neighborhood Pursuit for High-dimensional Nonparanormal Graph Estimation. - Tuo Zhao; Kathryn Roeder; Han Liu 001 (NIPS, 2012)

The huge Package for High-dimensional Undirected Graph Estimation in R. - Tuo Zhao; Han Liu 001; Kathryn Roeder; John D. Lafferty; Larry A. Wasserman (J. Mach. Learn. Res., 2012)

MIRA: mutual information-based reporter algorithm for metabolic networks. - A. Ercüment Çiçek; Kathryn Roeder; Gultekin Özsoyoglu (Bioinform., 2014)

Gradient-based Sparse Principal Component Analysis with Extensions to Online Learning. - Yixuan Qiu; Jing Lei 003; Kathryn Roeder (CoRR, 2019)

Using multiple measurements of tissue to estimate subject- and cell-type-specific gene expression. - Jiebiao Wang; Bernie Devlin; Kathryn Roeder (Bioinform., 2020)

An approach to gene-based testing accounting for dependence of tests among nearby genes. - Ronald Yurko; Kathryn Roeder; Bernie Devlin; Max G'Sell (Briefings Bioinform., 2021)

Identification of cell-type-specific marker genes from co-expression patterns in tissue samples. - Yixuan Qiu; Jiebiao Wang; Jing Lei 003; Kathryn Roeder (Bioinform., 2021)

ESCO: single cell expression simulation incorporating gene co-expression. - Jinjin Tian; Jiebiao Wang; Kathryn Roeder (Bioinform., 2021)

Simultaneous inference for generalized linear models with unmeasured confounders. - Jin-Hong Du; Larry A. Wasserman; Kathryn Roeder (CoRR, 2023)

Assumption-Lean Post-Integrated Inference with Negative Control Outcomes. - Jin-Hong Du; Kathryn Roeder; Larry A. Wasserman (CoRR, 2024)

Extrapolated Cross-Validation for Randomized Ensembles. - Jin-Hong Du; Pratik Patil; Kathryn Roeder; Arun Kumar Kuchibhotla (J. Comput. Graph. Stat., 2024)

eSVD-DE: cohort-wide differential expression in single-cell RNA-seq data using exponential-family embeddings. - Kevin Z. Lin; Yixuan Qiu; Kathryn Roeder (BMC Bioinform., 2024)

Disentangled Feature Importance. - Jin-Hong Du; Kathryn Roeder; Larry A. Wasserman (CoRR, 2025)