Reinhard Heckel

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Coautors

Robert GrassETH ZurichCorreu electrònic verificat a chem.ethz.ch
Helmut BölcskeiProfessor of Mathematical Information Science, ETH ZurichCorreu electrònic verificat a ethz.ch
Mahdi SoltanolkotabiUniversity of Southern CaliforniaCorreu electrònic verificat a usc.edu
Kannan RamchandranProfessor of Electrical Engineering and Computer Science, UC BerkeleyCorreu electrònic verificat a eecs.berkeley.edu
Ilan ShomoronyUniversity of Illinois at Urbana-ChampaignCorreu electrònic verificat a illinois.edu
Michalis VlachosProfessor, HEC Lausanne, University of LausanneCorreu electrònic verificat a unil.ch
Paul HandAssociate Professor of Mathematics and Computer Science, Northeastern UniversityCorreu electrònic verificat a northeastern.edu
Laura WallerUC BerkeleyCorreu electrònic verificat a alum.mit.edu
Emrah BostanImage Scientist at AppleCorreu electrònic verificat a apple.com
Martin WainwrightProfessor, EECS/Mathematics, Massachusetts Institute of TechnologyCorreu electrònic verificat a mit.edu
Nihar B. ShahML and CS departments, Carnegie Mellon UniversityCorreu electrònic verificat a cs.cmu.edu
Richard BaraniukC. Sidney Burrus Professor, Electrical & Computer Engineering, Rice UniversityCorreu electrònic verificat a rice.edu
Celestine Mendler-DünnerELLIS Institute & Max Planck Institute for Intelligent Systems, TübingenCorreu electrònic verificat a tuebingen.mpg.de
David TseThomas Kailath and Guanghan Xu Professor, Stanford UniversityCorreu electrònic verificat a stanford.edu
Franz HlawatschInstitute of Telecommunications, TU WienCorreu electrònic verificat a tuwien.ac.at

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Reinhard Heckel

Technical University of Munich and Rice University

Correu electrònic verificat a rice.edu - Pàgina d'inici


Títol Ordena per cites Ordena per any Ordena per títol	Citada per Citada per	Any
Robust chemical preservation of digital information on DNA in silica with error‐correcting codes RN Grass, R Heckel, M Puddu, D Paunescu, WJ Stark Angewandte Chemie International Edition 54 (8), 2552-2555, 2015	765	2015
DiffuserCam: lensless single-exposure 3D imaging N Antipa, G Kuo, R Heckel, B Mildenhall, E Bostan, R Ng, L Waller Optica 5 (1), 1-9, 2017	634	2017
Deep Decoder: Concise Image Representations from Untrained Non-convolutional Networks R Heckel, P Hand International Conference on Learning Representations (ICLR), 2019	359	2019
A characterization of the DNA data storage channel R Heckel, G Mikutis, RN Grass Scientific reports 9 (1), 9663, 2019	307	2019
Robust subspace clustering via thresholding R Heckel, H Bölcskei IEEE Transactions on Information Theory 61 (11), 6320-6342, 2015	170	2015
Deep phase decoder: self-calibrating phase microscopy with an untrained deep neural network E Bostan, R Heckel, M Chen, M Kellman, L Waller Optica 7 (6), 559-562, 2020	160	2020
Accelerated MRI with un-trained neural networks MZ Darestani, R Heckel IEEE Transactions on Computational Imaging 7, 724-733, 2021	150	2021
Active Ranking from Pairwise Comparisons and when Parametric Assumptions Don't Help R Heckel, NB Shah, K Ramchandran, MJ Wainwright The Annals of Statistics, 2019	148*	2019
Reading and writing digital data in DNA LC Meiser, PL Antkowiak, J Koch, WD Chen, AX Kohll, WJ Stark, ... Nature protocols 15 (1), 86-101, 2020	144	2020
Fundamental Limits of DNA Storage Systems R Heckel, I Shomorony, K Ramchandran, DNC Tse IEEE International Symposium on Information Theory (ISIT), 2017	141	2017
Low cost DNA data storage using photolithographic synthesis and advanced information reconstruction and error correction PL Antkowiak, J Lietard, MZ Darestani, MM Somoza, WJ Stark, R Heckel, ... Nature communications 11 (1), 5345, 2020	136	2020
Emerging approaches to DNA data storage: challenges and prospects A Doricchi, CM Platnich, A Gimpel, F Horn, M Earle, G Lanzavecchia, ... ACS nano 16 (11), 17552-17571, 2022	128	2022
Unsupervised learning with stein's unbiased risk estimator CA Metzler, A Mousavi, R Heckel, RG Baraniuk arXiv preprint arXiv:1805.10531, 2018	116	2018
Measuring Robustness in Deep Learning Based Compressive Sensing M Zalbagi Darestani, A Chaudhari, R Heckel International Conference on Machine Learning (ICML), 2021	107*	2021
Super-resolution radar R Heckel, VI Morgenshtern, M Soltanolkotabi Information and Inference: A Journal of the IMA 5 (1), 22-75, 2016	107	2016
Combining data longevity with high storage capacity—layer‐by‐layer DNA encapsulated in magnetic nanoparticles WD Chen, AX Kohll, BH Nguyen, J Koch, R Heckel, WJ Stark, L Ceze, ... Advanced Functional Materials 29 (28), 1901672, 2019	106	2019
Denoising and Regularization via Exploiting the Structural Bias of Convolutional Generators R Heckel, M Soltanolkotabi International Conference on Learning Representations (ICLR), 2020	95	2020
Compressive sensing with un-trained neural networks: Gradient descent finds the smoothest approximation R Heckel, M Soltanolkotabi International Conference on Machine Learning (ICML), 2020	92	2020
Scalable and interpretable product recommendations via overlapping co-clustering R Heckel, M Vlachos, T Parnell, C Dünner IEEE International Conference on Data Engineering (ICDE), 1033-1044, 2017	85	2017
DataComp-LM: In search of the next generation of training sets for language models J Li, A Fang, G Smyrnis, M Ivgi, M Jordan, S Gadre, H Bansal, E Guha, ... Conference on Neural Information Processing Systems (NeurIPS), 2024	83*	2024

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