S. Dirksen

Most-cited papers

Nucleophilic catalysis of hydrazone formation and transimination: implications for dynamic covalent chemistry.
A. Dirksen, S. Dirksen, T. Hackeng, P. Dawson
2006Journal of the American Chemical Society393 citations
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Tail bounds via generic chaining
S. Dirksen
2013arXiv.org212 citations Open access
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Toward a unified theory of sparse dimensionality reduction in Euclidean space
J. Bourgain, S. Dirksen, Jelani Nelson
2013Symposium on the Theory of Computing132 citations Open access
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Dimensionality Reduction with Subgaussian Matrices: A Unified Theory
S. Dirksen
2014Foundations of Computational Mathematics90 citations Open access
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Non-Gaussian hyperplane tessellations and robust one-bit compressed sensing
S. Dirksen, S. Mendelson
2018Journal of the European Mathematical Society (Print)61 citations Open access
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Rosenthal inequalities in noncommutative symmetric spaces
S. Dirksen, B. de Pagter, D. Potapov, F. Sukochev
201159 citations Open access
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On the Gap Between Restricted Isometry Properties and Sparse Recovery Conditions
S. Dirksen, Guillaume Lecué, Holger Rauhut
2018IEEE Transactions on Information Theory58 citations
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Noncommutative Boyd interpolation theorems
S. Dirksen
201250 citations Open access
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One-bit compressed sensing with partial Gaussian circulant matrices
S. Dirksen, Hans Christian Jung, Holger Rauhut
2017Information and Inference A Journal of the IMA40 citations Open access
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Covariance Estimation under One‐bit Quantization
S. Dirksen, J. Maly, Holger Rauhut
2021Pamm34 citations Open access
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Sparse recovery in bounded Riesz systems with applications to numerical methods for PDEs
Simone Brugiapaglia, S. Dirksen, Hans Christian Jung, Holger Rauhut
2020Applied and Computational Harmonic Analysis33 citations Open access
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Uniform recovery of fusion frame structured sparse signals
U. Ayaz, S. Dirksen, Holger Rauhut
2014arXiv.org29 citations Open access
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Quantized Compressed Sensing: A Survey
S. Dirksen
2019Applied and Numerical Harmonic Analysis28 citations Open access
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Itô isomorphisms for $L^{p}$-valued Poisson stochastic integrals
S. Dirksen
201228 citations Open access
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Some remarks on noncommutative Khintchine inequalities
S. Dirksen, É. Ricard
201126 citations Open access
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Plug-In Channel Estimation With Dithered Quantized Signals in Spatially Non-Stationary Massive MIMO Systems
Tianyu Yang, J. Maly, S. Dirksen, G. Caire
2023IEEE Transactions on Communications25 citations Open access
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Weak-type interpolation for noncommutative maximal operators
S. Dirksen
201225 citations Open access
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CROSSED PRODUCTS OF BANACH ALGEBRAS. I.
S. Dirksen, M. de Jeu, M. Wortel
201125 citations
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Toward a unified theory of sparse dimensionality reduction in Euclidean space
J. Bourgain, S. Dirksen, Jelani Nelson
2015Geometric and Functional Analysis24 citations Open access
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Sharp estimates on random hyperplane tessellations
S. Dirksen, S. Mendelson, A. Stollenwerk
2022SIAM Journal on Mathematics of Data Science23 citations Open access
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The Separation Capacity of Random Neural Networks
S. Dirksen, Martin Genzel, Laurent Jacques, A. Stollenwerk
2021Journal of machine learning research22 citations
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Poisson stochastic integration in Banach spaces
S. Dirksen, J. Maas, J. van Neerven
201321 citations Open access
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Noncommutative and vector-valued Rosenthal inequalities
S. Dirksen
201120 citations
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Gelfand numbers related to structured sparsity and Besov space embeddings with small mixed smoothness
S. Dirksen, T. Ullrich
2017Journal of Complexity19 citations Open access
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Robust one-bit compressed sensing with partial circulant matrices
S. Dirksen, S. Mendelson
2018The Annals of Applied Probability18 citations Open access
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Fast Binary Embeddings with Gaussian Circulant Matrices: Improved Bounds
S. Dirksen, A. Stollenwerk
2016Discrete & Computational Geometry18 citations Open access
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On the gap between RIP-properties and sparse recovery conditions
S. Dirksen, Guillaume Lecué, Holger Rauhut
2015arXiv.org18 citations
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Tuning-Free One-Bit Covariance Estimation Using Data-Driven Dithering
S. Dirksen, J. Maly
2023IEEE Transactions on Information Theory14 citations Open access
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Lq ‐valued Burkholder–Rosenthal inequalities and sharp estimates for stochastic integrals
S. Dirksen, I. Yaroslavtsev
2017Proceedings of the London Mathematical Society14 citations Open access
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Statistical post-processing of wind speed forecasts using convolutional neural networks
S. Veldkamp, K. Whan, S. Dirksen, M. Schmeits
2020Monthly Weather Review11 citations Open access
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Noncommutative stochastic integration through decoupling
S. Dirksen
201011 citations Open access
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Extending representations of normed algebras in Banach spaces
S. Dirksen, M. de Jeu, M. Wortel
20099 citations Open access
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Robust one-bit compressed sensing with non-Gaussian measurements
S. Dirksen, S. Mendelson
2018arXiv.org8 citations
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Noncommutative and vector-valued Boyd interpolation theorems
S. Dirksen
20128 citations
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New challenges in covariance estimation: multiple structures and coarse quantization
J. Maly, Tianyu Yang, S. Dirksen, Holger Rauhut +1 more
20217 citations
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Subspace and DOA Estimation Under Coarse Quantization
S. Dirksen, Weilin Li, Johannes Maly
2025IEEE Transactions on Information Theory5 citations Open access
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Fast metric embedding into the Hamming cube
S. Dirksen, S. Mendelson, A. Stollenwerk
2022SIAM journal on computing (Print)5 citations Open access
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Binarized Johnson-Lindenstrauss embeddings
S. Dirksen, A. Stollenwerk
2020arXiv.org5 citations
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Robust One-bit Compressed Sensing With Manifold Data
S. Dirksen, M. Iwen, S. Krause-Solberg, J. Maly
2019International Conference on Sampling Theory and Applications3 citations Open access
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Memorization with neural nets: going beyond the worst case
S. Dirksen, Patrick Finke, Martin Genzel
2023Journal of machine learning research2 citations Open access
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A resolution of the Gaussian hyperplane tessellation conjecture on the sphere
S. Dirksen, Nigel Q. D. Strachan
2025Applied and Computational Harmonic Analysis1 citations
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Gelfand numbers, structured sparsity and Besov space embeddings with small mixed smoothness
S. Dirksen, T. Ullrich
2017International Conference on Sampling Theory and Applications1 citations
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Beyond the Stars: Crossed Products of Banach Algebras
S. Dirksen
20071 citations
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Reply to the associate editor’s and reviewer’s comments for the paper ”Covariance estimation under one-bit quantization”
April, S. Dirksen, J. Maly, Holger Rauhut
20220 citations
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Reducing annotation burden in travel pattern analysis
Rahul Dhopeshwar, S. Dirksen, S. Dubinkina, Relinde Jurrius +4 more
0 citations
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