LeJeune, D ; Baraniuk, RG ; Heckel, R
Adaptive Estimation for Approximate k-Nearest-Neighbor Computations
AISTATS 2019
2019

Shomorony, I ; Heckel, R
Capacity Results for the Noisy Shuffling Channel
ISIT 2019
2019

Ong, F ; Heckel, R ; Ramchandran, K
A Fast and Robust Paradigm for Fourier Compressed Sensing Based on Coded Sampling
ICASSP 2019, 5117-5121
2019

Heckel, R ; Hand, P
Implicit bias of gradient descent on convolutional generators
ICML 2019 Workshop Deep Phenomena Blind Submission
2019

Dai, Z ; Heckel, R
Channel Normalization in Convolutional Neural Network avoids Vanishing Gradients
ICML 2019 workshop on identifying and understanding deep learning phenomena
2019

Chen, Weida D ; Kohll, A Xavier ; Nguyen, Bichlien H ; Koch, Julian ; Heckel, Reinhard ; Stark, Wendelin J ; Ceze, Luis ; Strauss, Karin ; Grass, Robert N
Combining Data Longevity with High Storage Capacity—Layer‐by‐Layer DNA Encapsulated in Magnetic Nanoparticles
Advanced Functional Materials
2019
29
28
1901672

Heckel, R ; Mikutis, G ; Grass, RN
A characterization of the DNA data storage channel
Scientific reports
2019
9
1
1-12

Heckel, R
Regularizing linear inverse problems with convolutional neural networks
NeurIPS 2019 Medical Imaging meets NeurIPS workshop
2019

Heckel, R
Super-resolution radar imaging via convex optimization
Compressed Sensing in Radar Signal Processing, 193

2019

Yilmaz, FF ; Heckel, R
Image recognition from raw labels collected without annotators
2019