Sjoerd Dirksen

According to our database, Sjoerd Dirksen authored at least 21 papers between 2013 and 2024.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of three.

2024

Tuning-Free One-Bit Covariance Estimation Using Data-Driven Dithering.

Sjoerd Dirksen, Johannes Maly

IEEE Trans. Inf. Theory, July, 2024

Plug-In Channel Estimation With Dithered Quantized Signals in Spatially Non-Stationary Massive MIMO Systems.

Tianyu Yang, Johannes Maly, Sjoerd Dirksen, Giuseppe Caire

IEEE Trans. Commun., January, 2024

Fast Metric Embedding into the Hamming Cube.

Sjoerd Dirksen, Shahar Mendelson, Alexander Stollenwerk

SIAM J. Comput., 2024

2023

Memorization with neural nets: going beyond the worst case.

Sjoerd Dirksen, Patrick Finke, Martin Genzel

CoRR, 2023

2022

Sharp Estimates on Random Hyperplane Tessellations.

Sjoerd Dirksen, Shahar Mendelson, Alexander Stollenwerk

SIAM J. Math. Data Sci., December, 2022

The Separation Capacity of Random Neural Networks.

Sjoerd Dirksen, Martin Genzel, Laurent Jacques, Alexander Stollenwerk

J. Mach. Learn. Res., 2022

2021

Covariance estimation under one-bit quantization.

Sjoerd Dirksen, Johannes Maly, Holger Rauhut

CoRR, 2021

2020

Binarized Johnson-Lindenstrauss embeddings.

Sjoerd Dirksen, Alexander Stollenwerk

CoRR, 2020

Statistical post-processing of wind speed forecasts using convolutional neural networks.

Simon Veldkamp, Kirien Whan, Sjoerd Dirksen, Maurice Schmeits

CoRR, 2020

Sparse recovery in bounded Riesz systems with applications to numerical methods for PDEs.

Simone Brugiapaglia, Sjoerd Dirksen, Hans Christian Jung, Holger Rauhut

CoRR, 2020

2018

On the Gap Between Restricted Isometry Properties and Sparse Recovery Conditions.

Sjoerd Dirksen, Guillaume Lecué, Holger Rauhut

IEEE Trans. Inf. Theory, 2018

Gelfand numbers related to structured sparsity and Besov space embeddings with small mixed smoothness.

Sjoerd Dirksen, Tino Ullrich

J. Complex., 2018

Fast Binary Embeddings with Gaussian Circulant Matrices: Improved Bounds.

Sjoerd Dirksen, Alexander Stollenwerk

Discret. Comput. Geom., 2018

Robust one-bit compressed sensing with partial circulant matrices.

Sjoerd Dirksen, Shahar Mendelson

CoRR, 2018

Robust one-bit compressed sensing with non-Gaussian measurements.

Sjoerd Dirksen, Shahar Mendelson

CoRR, 2018

2017

One-bit compressed sensing with partial Gaussian circulant matrices.

Sjoerd Dirksen, Hans Christian Jung, Holger Rauhut

CoRR, 2017

2016

Dimensionality Reduction with Subgaussian Matrices: A Unified Theory.

Sjoerd Dirksen

Found. Comput. Math., 2016

2015

On the gap between RIP-properties and sparse recovery conditions.

Sjoerd Dirksen, Guillaume Lecué, Holger Rauhut

CoRR, 2015

Toward a Unified Theory of Sparse Dimensionality Reduction in Euclidean Space.

Jean Bourgain, Sjoerd Dirksen, Jelani Nelson

Proceedings of the Forty-Seventh Annual ACM on Symposium on Theory of Computing, 2015

2014

Uniform recovery of fusion frame structured sparse signals.

Ulas Ayaz, Sjoerd Dirksen, Holger Rauhut

CoRR, 2014

2013

Tail bounds via generic chaining.

Sjoerd Dirksen

CoRR, 2013