Pinned Repositories
arc
Adaptive and Reliable Classification: efficient conformity scores for multi-class classification problems
chr
Conformal Histogram Regression: efficient conformity scores for non-parametric regression problems
conditional-conformal-pvalues
Conditional calibration of conformal p-values for outlier detection.
conformal-label-noise
This repository implements conformal prediction methods for classification tasks that can automatically adapt to random label contamination in the calibration sample.
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.
cqr-comparison
A comparison of some conformal quantile regression methods.
deepknockoffs
Approximate knockoffs and model-free variable selection.
knockoff-filter
A versatile interface to the knockoff methodology.
knockoffgwas
A flexible tool for the multi-resolution localization of causal variants across the genome, accounting for population structure.
knockoffzoom
A flexible tool for the multi-resolution localization of causal variants across the genome
msesia's Repositories
msesia/deepknockoffs
Approximate knockoffs and model-free variable selection.
msesia/conditional-conformal-pvalues
Conditional calibration of conformal p-values for outlier detection.
msesia/arc
Adaptive and Reliable Classification: efficient conformity scores for multi-class classification problems
msesia/knockoff-filter
A versatile interface to the knockoff methodology.
msesia/chr
Conformal Histogram Regression: efficient conformity scores for non-parametric regression problems
msesia/knockoffgwas
A flexible tool for the multi-resolution localization of causal variants across the genome, accounting for population structure.
msesia/knockoffzoom
A flexible tool for the multi-resolution localization of causal variants across the genome
msesia/cqr-comparison
A comparison of some conformal quantile regression methods.
msesia/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.
msesia/course-2023-collegio
Predictive uncertainty in machine learning with conformal inference
msesia/snpknock-python
Python package to generate knockoffs for hidden Markov models and genetic data.
msesia/course-2023-ness
msesia/snpknock
R package to generate knockoffs for hidden Markov models and genetic data.
msesia/conformal-label-noise
This repository implements conformal prediction methods for classification tasks that can automatically adapt to random label contamination in the calibration sample.
msesia/i-modelx
Subgroup-selective knockoff filter
msesia/msesia.github.io
Github Pages template for academic personal websites, forked from mmistakes/minimal-mistakes
msesia/teaching
msesia/tutorial_cluster
msesia/tutorials
msesia/ukbiobank_knockoffs
Code for the analyis of the UK Biobank data with multi-resolution knockoffs