SD
Sjoerd Dirksen
cs.ITmath.ITmath.PRmath.FAmath.STstat.MLstat.THcs.DScs.LGmath.OA
On Valency
published · living versionsW_hf4q7etc·v1 · currentpublished
Memorization Capacity of Invariant Convolutional Neural Nets
with Patrick Finke, Paul Geuchen
1 version
Preprints & journals
34 papers in the corpus · 2009–2025A resolution of the Gaussian hyperplane tessellation conjecture on the sphere2508.05194v1 · Sjoerd Dirksen, Nigel Q. D. Strachan2025 · 0 citationsarXiv
Optimal estimates for the -Lipschitz constants of deep random ReLU neural networks2506.19695v3 · Sjoerd Dirksen, Patrick Finke, Paul Geuchen et al.2025 · 0 citationsarXiv
Phasebook: A Survey of Selected Open Problems in Phase Retrieval2505.15351v1 · Marc Allain, Selin Aslan, Wim Coene et al.2025 · 5 citationsarXiv
Improving Statistical Postprocessing for Extreme Wind Speeds using Tuned Weighted Scoring Rules2503.07374v2 · Simon Hakvoort, Bastien Francois, Kirien Whan et al.2025 · 0 citationsarXiv
Subspace and DOA estimation under coarse quantization2502.17037v2 · Sjoerd Dirksen, Weilin Li, Johannes Maly2025 · 2 citationsarXiv
Spectral method for low-dose Poisson and Bernoulli phase retrieval2502.13263v1 · Sjoerd Dirksen, Felix Krahmer, Patricia Romer et al.2025 · 0 citationsarXiv
Memorization With Neural Nets: Going Beyond the Worst Case2310.00327v3 · Sjoerd Dirksen, Patrick Finke, Martin Genzel2023 · 0 citationsJ. Mach. Learn. Res. 25:347 (2024) 1-38
Tuning-free one-bit covariance estimation using data-driven dithering2307.12613v4 · Sjoerd Dirksen, Johannes Maly2023 · 11 citationsarXiv
Plug-in Channel Estimation with Dithered Quantized Signals in Spatially Non-Stationary Massive MIMO Systems2301.04641v2 · Tianyu Yang, Johannes Maly, Sjoerd Dirksen et al.2023 · 27 citationsarXiv
Fast metric embedding into the Hamming cube2204.04109v3 · Sjoerd Dirksen, Shahar Mendelson, Alexander Stollenwerk2022 · 3 citationsarXiv
Sharp estimates on random hyperplane tessellations2201.05204v1 · Sjoerd Dirksen, Shahar Mendelson, Alexander Stollenwerk2022 · 10 citationsarXiv
The Separation Capacity of Random Neural Networks2108.00207v2 · Sjoerd Dirksen, Martin Genzel, Laurent Jacques et al.2021 · 3 citationsJ. Mach. Learn. Res. 23:309 (2022) 1-47
New challenges in covariance estimation: multiple structures and coarse quantization2106.06190v1 · Johannes Maly, Tianyu Yang, Sjoerd Dirksen et al.2021 · 6 citationsarXiv
Covariance estimation under one-bit quantization2104.01280v2 · Sjoerd Dirksen, Johannes Maly, Holger Rauhut2021 · 26 citationsarXiv
Binarized Johnson-Lindenstrauss embeddings2009.08320v3 · Sjoerd Dirksen, Alexander Stollenwerk2020 · 3 citationsarXiv
Statistical post-processing of wind speed forecasts using convolutional neural networks2007.04005v2 · Simon Veldkamp, Kirien Whan, Sjoerd Dirksen et al.2020 · 63 citationsarXiv
Sparse recovery in bounded Riesz systems with applications to numerical methods for PDEs2005.06994v1 · Simone Brugiapaglia, Sjoerd Dirksen, Hans Christian Jung et al.2020 · 25 citationsarXiv
Robust one-bit compressed sensing with partial circulant matrices1812.06719v1 · Sjoerd Dirksen, Shahar Mendelson2018 · 19 citationsarXiv
Non-Gaussian Hyperplane Tessellations and Robust One-Bit Compressed Sensing1805.09409v2 · Sjoerd Dirksen, Shahar Mendelson2018 · 38 citationsarXiv
One-bit compressed sensing with partial Gaussian circulant matrices1710.03287v1 · Sjoerd Dirksen, Hans Christian Jung, Holger Rauhut2017 · 37 citationsarXiv
-valued Burkholder-Rosenthal inequalities and sharp estimates for stochastic integrals1707.00109v3 · Sjoerd Dirksen, Ivan Yaroslavtsev2017 · 8 citationsarXiv
Gelfand numbers related to structured sparsity and Besov space embeddings with small mixed smoothness1702.06781v2 · Sjoerd Dirksen, Tino Ullrich2017 · 20 citationsJournal of Complexity, Volume 48, October 2018, Pages 69-102
Fast binary embeddings with Gaussian circulant matrices: improved bounds1608.06498v2 · Sjoerd Dirksen, Alexander Stollenwerk2016 · 12 citationsarXiv
Uniform recovery of fusion frame structured sparse signals1407.7680v1 · Ulas Ayaz, Sjoerd Dirksen, Holger Rauhut2014 · 4 citationsarXiv
Dimensionality reduction with subgaussian matrices: a unified theory1402.3973v1 · Sjoerd Dirksen2014 · 67 citationsarXiv
Toward a unified theory of sparse dimensionality reduction in Euclidean space1311.2542v4 · Jean Bourgain, Sjoerd Dirksen, Jelani Nelson2013 · 85 citationsGeometric and Functional Analysis 25 (2015), no. 4, 1009-1088
Tail bounds via generic chaining1309.3522v2 · Sjoerd Dirksen2013 · 138 citationsarXiv
Poisson stochastic integration in Banach spaces1307.7901v1 · Sjoerd Dirksen, Jan Maas, Jan van Neerven2013 · 13 citationsarXiv
Weak-type interpolation for noncommutative maximal operators1212.5168v2 · Sjoerd Dirksen2012 · 22 citationsarXiv
Itô isomorphisms for -valued Poisson stochastic integrals1208.3885v3 · Sjoerd Dirksen2012 · 21 citationsAnnals of Probability 2014, Vol. 42, No. 6, 2595-2643
Noncommutative Boyd interpolation theorems1203.1653v2 · Sjoerd Dirksen2012 · 44 citationsarXiv
Some remarks on noncommutative Khintchine inequalities1108.5332v1 · Sjoerd Dirksen, 'Eric Ricard2011 · 25 citationsarXiv
Crossed products of Banach algebras. I1104.5151v2 · Sjoerd Dirksen, Marcel de Jeu, Marten Wortel2011 · 10 citationsarXiv
Extending representations of normed algebras in Banach spaces0904.3268v2 · Sjoerd Dirksen, Marcel de Jeu, Marten Wortel2009 · 4 citationsIn "Operator Structures and Dynamical Systems'' (M. de Jeu, S. Silvestrov, C. Skau, J. Tomiyama (Eds.)), Contemporary Mathematics 503, AMS, 2009, pp. 53-72
Career total: 59 works. 34 are in this corpus.
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