Extension of PCA to Higher Order Data Structures: An Introduction to Tensors, Tensor Decompositions, and Tensor PCA
Zare, Ali, Ozdemir, Alp, Iwen, Mark A., Aviyente, Selin
Published in Proceedings of the IEEE (01.08.2018)
Published in Proceedings of the IEEE (01.08.2018)
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Journal Article
On Fast Johnson–Lindenstrauss Embeddings of Compact Submanifolds of RN with Boundary
Iwen, Mark A., Schmidt, Benjamin, Tavakoli, Arman
Published in Discrete & computational geometry (01.03.2024)
Published in Discrete & computational geometry (01.03.2024)
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Journal Article
A deterministic sparse FFT for functions with structured Fourier sparsity
Bittens, Sina, Zhang, Ruochuan, Iwen, Mark A.
Published in Advances in computational mathematics (02.04.2019)
Published in Advances in computational mathematics (02.04.2019)
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Journal Article
A deterministic algorithm for constructing multiple rank-1 lattices of near-optimal size
Gross, Craig, Iwen, Mark A., Kämmerer, Lutz, Volkmer, Toni
Published in Advances in computational mathematics (01.12.2021)
Published in Advances in computational mathematics (01.12.2021)
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Journal Article
On Recovery Guarantees for One-Bit Compressed Sensing on Manifolds
Iwen, Mark A., Krahmer, Felix, Krause-Solberg, Sara, Maly, Johannes
Published in Discrete & computational geometry (01.06.2021)
Published in Discrete & computational geometry (01.06.2021)
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Journal Article
Hepatic gene expression patterns in thyroid hormone-treated hypothyroid rats
Weitzel, JM, Hamann, S, Jauk, M, Lacey, M, Filbry, A, Radtke, C, Iwen, KA, Kutz, S, Harneit, A, Lizardi, PM, Seitz, HJ
Published in Journal of molecular endocrinology (01.10.2003)
Published in Journal of molecular endocrinology (01.10.2003)
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Journal Article
On the Design of Deterministic Matrices for Fast Recovery of Fourier Compressible Functions
Bailey, J., Iwen, M. A., Spencer, C. V.
Published in SIAM journal on matrix analysis and applications (01.01.2012)
Published in SIAM journal on matrix analysis and applications (01.01.2012)
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Journal Article
A Symbol-Based Algorithm for Decoding Bar Codes
Iwen, Mark A, Santosa, Fadil, Ward, Rachel
Published in SIAM journal on imaging sciences (01.01.2013)
Published in SIAM journal on imaging sciences (01.01.2013)
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Journal Article
Group testing strategies for recovery of sparse signals in noise
Iwen, Mark A
Published in 2009 Conference Record of the Forty-Third Asilomar Conference on Signals, Systems and Computers (01.11.2009)
Published in 2009 Conference Record of the Forty-Third Asilomar Conference on Signals, Systems and Computers (01.11.2009)
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Conference Proceeding