Publications

Statistics

M. Liu, E. Katsevich, L. Janson, A. Ramdas. Fast and Powerful Conditional Randomization Testing via Distillation. Preprint. (paper, code)
E. Katsevich, A. Ramdas. A theoretical treatment of conditional independence testing under Model-X. Preprint. (paper, slides)
E. Katsevich, C. Sabatti, M. Bogomolov. Filtering the rejection set while preserving false discovery rate control. Preprint. (paper, code, slides)
E. Katsevich, A. Ramdas. Simultaneous high-probability bounds on the FDP in structured, regression and online settings. Annals of Statistics, to appear, 2020. (paper, code, slides)
E. Katsevich, C. Sabatti. Multilayer Knockoff Filter: Controlled variable selection at multiple resolutions. Annals of Applied Statistics, 2019. (paper, code, slides)

E. Katsevich and K. Roeder. Conditional resampling improves sensitivity and specificity of single cell CRISPR regulatory screens. Preprint. (paper, slides, code, results)
M. Sesia, E. Katsevich, S. Bates, E. Candes, C. Sabatti. Multi-resolution localization of causal variants across the genome. Nature Communications, 2020. (paper, website)
J. Zhu, Q. Zhao, E. Katsevich, C. Sabatti. Exploratory Gene Ontology Analysis with Interactive Visualization. Nature Scientific Reports, 2019. (paper, website)