Huang, Wen;Hand, Paul;Heckel, Reinhard;Voroninski, Vladislav
A Provably Convergent Scheme for Compressive Sensing Under Random Generative Priors
Journal of Fourier Analysis and Applications
2021
27
2

Zalbagi Darestani, Mohammad;Heckel, Reinhard
Accelerated MRI With Un-Trained Neural Networks
IEEE Transactions on Computational Imaging
2021
7
724-733

Levick, Kel;Heckel, Reinhard;Shomorony, Ilan
Achieving the Capacity of a DNA Storage Channel with Linear Coding Schemes
2021

Dai, Zhenwei;Desai, Aditya;Heckel, Reinhard;Shrivastava, Anshumali
Active Sampling Count Sketch (ASCS) for Online Sparse Estimation of a Trillion Scale Covariance Matrix
2020

Shomorony, Ilan;Heckel, Reinhard
DNA-Based Storage: Models and Fundamental Limits
IEEE Transactions on Information Theory
2021
67
6
3675-3689

Fabian, Zalan;Heckel, Reinhard;Soltanolkotabi, Mahdi
Data augmentation for deep learning based accelerated MRI reconstruction with limited data
2021

Heckel, Reinhard;Yilmaz, Fatih Furkan
Early Stopping in Deep Networks: Double Descent and How to Eliminate it
2020

Doricchi, Andrea;Platnich, Casey M.;Gimpel, Andreas;Horn, Friederikee;Earle, Max;Lanzavecchia, German;Cortajarena, Aitziber L.;Liz-Marzán, Luis M.;Liu, Na;Heckel, Reinhard;Grass, Robert N.;Krahne, Roman;Keyser, Ulrich F.;Garoli, Denis
Emerging Approaches to DNA Data Storage: Challenges and Prospects
ACS Nano
2022
16
11
17552-17571

Meiser, Linda C.;Gimpel, Andreas L.;Deshpande, Tejas;Libort, Gabriela;Chen, Weida D.;Heckel, Reinhard;Nguyen, Bichlien H.;Strauss, Karin;Stark, Wendelin J.;Grass, Robert N.
Information decay and enzymatic information recovery for DNA data storage
Communications Biology
2022
5
1

Donhauser, Konstantin;Ţifrea, Alexandru;Aerni, Michael;Heckel, Reinhard;Yang, Fanny
Interpolation can hurt robust generalization even when there is no noise
2021