Published May 25, 2026 | Version v1
Software Open

Certification of Machine Learning Models via Directional Sharpness

Authors/Creators

  • 1. ROR icon Northwestern University
  • 2. Google
  • 3. ROR icon University College London

Description

Layout


- `df_utils/` — directional-sharpness probing utilities.
- `experiments/` — runnable experiment scripts (training + probing).
- `grid_train/` — grid-search training for the correlation experiments (`NN.py`, `train.py`).


Please see README.md for detailed documentations for each individual experiments.

Files

d-sharpness-code.zip

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Additional details

Software

Programming language
Python