Releases: kundajelab/abstention
Releases · kundajelab/abstention
Contains updated calibration & label shift algorithms
Includes additional calibration variants and RLLS implementation. Synched with blindauth/abstention. URL fixed to point to kundajelab/abstention.
Added additional abstention methods as suggested by icml reviewers
Added abstention based on Jenson-Shannon divergence and the two-threshold method from Fumera et al. Also updated the Bias-Corrected Temperature Scaling algorithm to use analytical gradients rather than empirical ones.
v0.1.1.0 with various bugfixes
Matches version on pypi
First release
Matches the one put on pypi