Alexander Stollenwerk

Publication Activity (10 Years)

Years Active: 2016-2024
Publications (10 Years): 15

Top Topics

Compressed Sensing

Signal Recovery

Top Venues

IEEE Trans. Inf. Theory

Discret. Comput. Geom.

SIAM J. Math. Data Sci.

Publications

Sjoerd Dirksen, Shahar Mendelson, Alexander Stollenwerk
Fast Metric Embedding into the Hamming Cube. SIAM J. Comput. 53 (2) (2024)
Alexander Stollenwerk, Laurent Jacques
Flattened one-bit stochastic gradient descent: compressed distributed optimization with controlled variance. CoRR (2024)
Martin Genzel, Alexander Stollenwerk
A Unified Approach to Uniform Signal Recovery From Nonlinear Observations. Found. Comput. Math. 23 (3) (2023)
Sjoerd Dirksen, Martin Genzel, Laurent Jacques, Alexander Stollenwerk
The Separation Capacity of Random Neural Networks. J. Mach. Learn. Res. 23 (2022)
Sjoerd Dirksen, Shahar Mendelson, Alexander Stollenwerk
Sharp estimates on random hyperplane tessellations. CoRR (2022)
Sjoerd Dirksen, Shahar Mendelson, Alexander Stollenwerk
Fast metric embedding into the Hamming cube. CoRR (2022)
Sjoerd Dirksen, Shahar Mendelson, Alexander Stollenwerk
Sharp Estimates on Random Hyperplane Tessellations. SIAM J. Math. Data Sci. 4 (4) (2022)
Sjoerd Dirksen, Martin Genzel, Laurent Jacques, Alexander Stollenwerk
The Separation Capacity of Random Neural Networks. CoRR (2021)
Hans Christian Jung, Johannes Maly, Lars Palzer, Alexander Stollenwerk
Quantized Compressed Sensing by Rectified Linear Units. IEEE Trans. Inf. Theory 67 (6) (2021)
Martin Genzel, Alexander Stollenwerk
A Unified Approach to Uniform Signal Recovery From Non-Linear Observations. CoRR (2020)
Sjoerd Dirksen, Alexander Stollenwerk
Binarized Johnson-Lindenstrauss embeddings. CoRR (2020)
Hans Christian Jung, Johannes Maly, Lars Palzer, Alexander Stollenwerk
Quantized Compressed Sensing by Rectified Linear Units. CoRR (2019)
Sjoerd Dirksen, Alexander Stollenwerk
Fast Binary Embeddings with Gaussian Circulant Matrices: Improved Bounds. Discret. Comput. Geom. 60 (3) (2018)
Martin Genzel, Alexander Stollenwerk
Robust 1-Bit Compressed Sensing via Hinge Loss Minimization. CoRR (2018)
Sjoerd Dirksen, Alexander Stollenwerk
Fast binary embeddings with Gaussian circulant matrices: improved bounds. CoRR (2016)