Publications and preprints

“Uncertainty Sets for Image Classifiers using Conformal Prediction”

A. Angelopoulos, S. Bates, and J. Malik, M. Jordan. arXiv preprint, 2020.
[arXiv] [blog] [video] [code] [notebook] [bibtex]

“Controlling the False Discovery Rate in GWAS with Population Structure”

M. Sesia, S. Bates, and E. Candès, J. Marchini, C. Sabatti. bioRxiv preprint, 2020.
[bioRxiv] [results+code] [bibtex]

“Achieving Equalized Odds by Resampling Sensitive Attributes”

Y. Romano, S. Bates, and E. Candès. NeurIPS, to appear 2020.
[arXiv] [code] [bibtex]

“Causal Inference in Genetic Trio Studies”

S. Bates, M. Sesia, C. Sabatti, and E. Candès. PNAS, 2020.
Selected for invited commentary and as a cover article.
[arXiv] [journal] [video] [tutorials+code] [bibtex]

“Multi-resolution Localization of Causal Variants Across the Genome”

M. Sesia, E. Katsevich, S. Bates, E. Candès, and C. Sabatti. Nature Communications, 2020.
[bioRxiv] [journal] [website] [bibtex]

“Metropolized Knockoff Sampling”

S. Bates, E. J. Candès, L. Janson, and W. Wang. JASA, 2020.
[arXiv] [journal] [tutorials] [code] [bibtex]

“Log-ratio Lasso: Scalable, Sparse Estimation for Log-ratio Models”

S. Bates and R. Tibshirani. Biometrics, 2018.
[arXiv] [journal] [code] [bibtex]