2 papers
cs.LG2026
RiboUnmix: Learning Shared Translational Dynamics from Biased and Noisy Ribo-seq Measurements
Gabriele Martino, Denis Skibinski, Ivo L. Hofacker +1
Ribosome profiling (Ribo-seq) measures ribosome distributions along mRNAs, but observed occupancy profiles also contain experiment-specific distortions and stochastic variability.…
cs.LG2026
FRInGe: Distribution-Space Integrated Gradients with Fisher--Rao Geometry
Gabriele Martino, Sebastian Tschiatschek
Gradient-based attribution methods are model-faithful and scalable, but Integrated Gradients (IG) can be brittle because explanations depend on heuristic baselines, straight-line p…