repositories

KV Cache Compression Through the Lens of Transform Coding

Code for our paper KV Cache Compression Through the Lens of Transform Coding. It contains the implementation of Attention-Aware Transform Coding (AATC) together with the scripts to reproduce the experiments.

Imaging with Confidence: Uncertainty Quantification for High-Dimensional Undersampled MR Images

Code for our paper Imaging with Confidence. It implements the debiased total-variation estimator and the confidence-interval construction for undersampled MRI reconstruction.

Non-Asymptotic Uncertainty Quantification in High-Dimensional Learning

Code for our NeurIPS 2024 paper Non-Asymptotic Uncertainty Quantification in High-Dimensional Learning, maintained by my coauthor Frederik Hoppe. It contains the MRI reconstruction experiments with U-Net and It-Net, the debiased-estimator confidence intervals, and the model-based sparse regression experiments.