Matteo Sesia

deepknockoffs. Approximate knockoffs and model-free variable selection.

conditional-conformal-pvalues. Conditional calibration of conformal p-values for outlier detection.

arc. Adaptive and Reliable Classification: efficient conformity scores for multi-class classification problems

knockoff-filter. A versatile interface to the knockoff methodology.

chr. Conformal Histogram Regression: efficient conformity scores for non-parametric regression problems

knockoffgwas. A flexible tool for the multi-resolution localization of causal variants across the genome, accounting for population structure.

cqr-comparison. A comparison of some conformal quantile regression methods.

knockoffzoom. A flexible tool for the multi-resolution localization of causal variants across the genome

snpknock-python. Python package to generate knockoffs for hidden Markov models and genetic data.

conformalized-sketching. A flexible conformal inference method for constructing confidence intervals for the frequencies of queried objects in a very large data set, based on the information contained in a much smaller sketch of those data.

course-2023-collegio. Predictive uncertainty in machine learning with conformal inference

conformal-label-noise. This repository implements conformal prediction methods for classification tasks that can automatically adapt to random label contamination in the calibration sample.

conformal_survival. Jupyter Notebook

snpknock. R package to generate knockoffs for hidden Markov models and genetic data.

course-2023-ness. Jupyter Notebook

usc_dso522_fall2024. HTML

i-modelx. The Adaptive Local Knockoff Filter

dso621_mfpi. Jupyter Notebook

msesia.github.io. Github Pages template for academic personal websites, forked from mmistakes/minimal-mistakes

conformal_nout. R

screening_calibration. R