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Official codebase for the NeurIPS 2026 paper: SGD Provably Prioritizes a Shortcut Spurious Feature in the XOR Model. https://arxiv.org/abs/2606.30444

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XOR with Spurious Correlation

Installation

conda update -n base -c defaults conda
conda create -n xor python==3.12
conda activate xor
python -m pip install -e .

Running Experiments

To run the main driver file, use python xor/main.py. Experiments are randomly assigned unique names and saved to out/ by default. Use python xor/main.py --help to see command line options.

Citations

Please consider using the following citation:

@article{
  author={Tyler LaBonte and Vidya Muthukumar},
  title={SGD Provably Prioritizes a Shortcut Feature in the XOR Model},
  year={2026},
}

About

Official codebase for the NeurIPS 2026 paper: SGD Provably Prioritizes a Shortcut Spurious Feature in the XOR Model. https://arxiv.org/abs/2606.30444

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