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1. probabilistic-unlearning probabilistic-unlearning Public

   Implementation of the probabilistic evaluation framework introduced in the paper: "A Probabilistic Perspective on Unlearning and Alignment for Large Language Models" accepted at ICLR 2025 (Oral).

   Jupyter Notebook 5

2. conbo conbo Public

   ConBo: Bounding properties of random variables with high confidence for free.

   Jupyter Notebook 2

3. reliable_conformal_prediction reliable_conformal_prediction Public

   Implementation of the reliable conformal prediction sets introduced in the paper: "Provably Reliable Conformal Prediction Sets in the Presence of Data Poisoning" accepted at ICLR 2025 (Spotlight).

   Jupyter Notebook 1

4. hierarchical_smoothing hierarchical_smoothing Public

   Implementation of the robustness certificate proposed in the paper: "Hierarchical Randomized Smoothing" presented at NeurIPS 2023.

   Jupyter Notebook 2