# Reinhard Heckel

According to our database

Collaborative distances:

^{1}, Reinhard Heckel authored at least 46 papers between 2011 and 2020.Collaborative distances:

## Timeline

#### Legend:

Book In proceedings Article PhD thesis Other## Links

#### On csauthors.net:

## Bibliography

2020

Active Sampling Count Sketch (ASCS) for Online Sparse Estimation of a Trillion Scale Covariance Matrix.

CoRR, 2020

CoRR, 2020

Can Un-trained Neural Networks Compete with Trained Neural Networks at Image Reconstruction?

CoRR, 2020

Compressive sensing with un-trained neural networks: Gradient descent finds the smoothest approximation.

CoRR, 2020

CoRR, 2020

CoRR, 2020

Compressive sensing with un-trained neural networks: Gradient descent finds a smooth approximation.

Proceedings of the 37th International Conference on Machine Learning, 2020

Denoising and Regularization via Exploiting the Structural Bias of Convolutional Generators.

Proceedings of the 8th International Conference on Learning Representations, 2020

Proceedings of the 2020 IEEE International Conference on Acoustics, 2020

2019

Addressing Interpretability and Cold-Start in Matrix Factorization for Recommender Systems.

IEEE Trans. Knowl. Data Eng., 2019

Leveraging inductive bias of neural networks for learning without explicit human annotations.

CoRR, 2019

CoRR, 2019

CoRR, 2019

Proceedings of the IEEE International Symposium on Information Theory, 2019

Deep Decoder: Concise Image Representations from Untrained Non-convolutional Networks.

Proceedings of the 7th International Conference on Learning Representations, 2019

A Fast and Robust Paradigm for Fourier Compressed Sensing Based on Coded Sampling.

Proceedings of the IEEE International Conference on Acoustics, 2019

Proceedings of the 22nd International Conference on Artificial Intelligence and Statistics, 2019

2018

IEEE Trans. Inf. Theory, 2018

CoRR, 2018

CoRR, 2018

CoRR, 2018

CoRR, 2018

Proceedings of the International Conference on Artificial Intelligence and Statistics, 2018

2017

CoRR, 2017

Proceedings of the 2017 SIAM International Conference on Data Mining, 2017

Proceedings of the 2017 IEEE International Symposium on Information Theory, 2017

Proceedings of the 34th International Conference on Machine Learning, 2017

Proceedings of the 33rd IEEE International Conference on Data Engineering, 2017

2016

IBM J. Res. Dev., 2016

CoRR, 2016

Active Ranking from Pairwise Comparisons and the Futility of Parametric Assumptions.

CoRR, 2016

Proceedings of the IEEE International Symposium on Information Theory, 2016

2015

IEEE Trans. Inf. Theory, 2015

CoRR, 2015

2014

PhD thesis, 2014

CoRR, 2014

Proceedings of the 2014 IEEE International Symposium on Information Theory, Honolulu, HI, USA, June 29, 2014

Proceedings of the IEEE International Conference on Acoustics, 2014

Proceedings of the IEEE International Conference on Acoustics, 2014

2013

IEEE Trans. Inf. Theory, 2013

EURASIP J. Bioinform. Syst. Biol., 2013

Proceedings of the 2013 IEEE International Symposium on Information Theory, 2013

Proceedings of the IEEE International Conference on Acoustics, 2013

2012

Proceedings of the 50th Annual Allerton Conference on Communication, 2012

2011

EURASIP J. Bioinform. Syst. Biol., 2011

Proceedings of the 2011 IEEE International Symposium on Information Theory Proceedings, 2011