Noah Golowich

On Learning Parities with Dependent Noise

2024 · arXiv (Cornell University)

In this expository note we show that the learning parities with noise (LPN) assumption is robust to weak dependencies in the noise distribution of small batches of samples. This provides a partial converse to the …