Huang, Wen;Hand, Paul;Heckel, Reinhard;Voroninski, VladislavA Provably Convergent Scheme for Compressive Sensing Under Random Generative PriorsJournal of Fourier Analysis and Applications2021272
Zalbagi Darestani, Mohammad;Heckel, ReinhardAccelerated MRI With Un-Trained Neural NetworksIEEE Transactions on Computational Imaging20217724-733
Dai, Zhenwei;Desai, Aditya;Heckel, Reinhard;Shrivastava, AnshumaliActive Sampling Count Sketch (ASCS) for Online Sparse Estimation of a Trillion Scale Covariance Matrix2020
Shomorony, Ilan;Heckel, ReinhardDNA-Based Storage: Models and Fundamental LimitsIEEE Transactions on Information Theory20216763675-3689
Fabian, Zalan;Heckel, Reinhard;Soltanolkotabi, MahdiData augmentation for deep learning based accelerated MRI reconstruction with limited data2021
Heckel, Reinhard;Yilmaz, Fatih FurkanEarly Stopping in Deep Networks: Double Descent and How to Eliminate it2020
Donhauser, Konstantin;Ţifrea, Alexandru;Aerni, Michael;Heckel, Reinhard;Yang, FannyInterpolation can hurt robust generalization even when there is no noise2021
Darestani, Mohammad Zalbagi;Chaudhari, Akshay S.;Heckel, ReinhardMeasuring Robustness in Deep Learning Based Compressive Sensing2021
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