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1. partial-model-collapse-unlearning/pmc-unlearning partial-model-collapse-unlearning/pmc-unlearning Public

   Implementation of our unlearning method "Partial Model Collapse" introduced in the paper: "Model Collapse Is Not a Bug but a Feature in Machine Unlearning for LLMs" (Preprint).

   Python 27

2. probabilistic-unlearning probabilistic-unlearning Public

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

   Jupyter Notebook 7

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 4

4. interception_smoothing interception_smoothing Public

   Implementation of the gray-box certificate proposed in the paper: "Randomized Message-Interception Smoothing: Gray-box Certificates for Graph Neural Networks" presented at NeurIPS 2022.

   Jupyter Notebook 5 1