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ORCIDHarm Derksen
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2020 – today
- 2024
[j23]Flora Rajaei, Peter Toogood, Renju Jacob, Mason Baber, Mya Gough, Harm Derksen, Emily Wittrup, Kayvan Najarian:
Identifying selective PDHK inhibitors using coupled tensor matrix completion and experimental validation. Discov. Artif. Intell. 4(1): 89 (2024)- [c13]Harm Derksen, Peter Ivanov, Chin Ho Lee, Emanuele Viola:
Pseudorandomness, Symmetry, Smoothing: I. CCC 2024: 18:1-18:27 - [c12]Harm Derksen, Chin Ho Lee, Emanuele Viola:
Boosting Uniformity in Quasirandom Groups: Fast and Simple. FOCS 2024: 1425-1430 - [i18]Harm Derksen, Peter Ivanov, Chin Ho Lee, Emanuele Viola:
Pseudorandomness, symmetry, smoothing: I. CoRR abs/2405.13143 (2024) - [i17]Harm Derksen, Peter Ivanov, Chin Ho Lee, Emanuele Viola:
Pseudorandomness, symmetry, smoothing: II. CoRR abs/2407.12110 (2024) - [i16]Harm Derksen, Chin Ho Lee, Emanuele Viola:
Boosting uniformity in quasirandom groups: fast and simple. CoRR abs/2409.06932 (2024) - 2023
- [j22]Cristian Minoccheri, Olivia Alge
, Jonathan Gryak, Kayvan Najarian, Harm Derksen:
Quadratic Multilinear Discriminant Analysis for Tensorial Data Classification. Algorithms 16(2): 104 (2023) - [j21]Heming Yao, Harm Derksen, Jessica R. Golbus, Justin Zhang, Keith D. Aaronson, Jonathan Gryak, Kayvan Najarian:
A Novel Tropical Geometry-Based Interpretable Machine Learning Method: Pilot Application to Delivery of Advanced Heart Failure Therapies. IEEE J. Biomed. Health Informatics 27(1): 239-250 (2023) - [i15]Jonathan Gryak, Kayvan Najarian, Harm Derksen:
Tensor Denoising via Amplification and Stable Rank Methods. CoRR abs/2301.03761 (2023) - [i14]Calin Chindris, Harm Derksen:
The capacity of quiver representations and the Anantharam-Jog-Nair inequality. CoRR abs/2306.06790 (2023) - 2022
- [c11]Harm Derksen, Visu Makam, Jeroen Zuiddam:
Subrank and Optimal Reduction of Scalar Multiplications to Generic Tensors. CCC 2022: 9:1-9:23 - [c10]Harm Derksen, Emanuele Viola:
Fooling polynomials using invariant theory*. FOCS 2022: 399-406 - [i13]Harm Derksen, Visu Makam, Jeroen Zuiddam:
Subrank and Optimal Reduction of Scalar Multiplications to Generic Tensors. CoRR abs/2205.15168 (2022) - [i12]Harm Derksen, Emanuele Viola:
Quasirandom groups enjoy interleaved mixing. Electron. Colloquium Comput. Complex. TR22 (2022) - [i11]Harm Derksen, Emanuele Viola:
Fooling polynomials using invariant theory. Electron. Colloquium Comput. Complex. TR22 (2022) - 2021
- [j20]Larry Hernandez, Renaid B. Kim, Neriman Tokcan, Harm Derksen, Ben E. Biesterveld, Alfred Croteau, Aaron M. Williams, Michael Mathis, Kayvan Najarian, Jonathan Gryak:
Multimodal tensor-based method for integrative and continuous patient monitoring during postoperative cardiac care. Artif. Intell. Medicine 113: 102032 (2021) - [j19]Maryam Bagherian, Renaid B. Kim, Cheng Jiang, Maureen A. Sartor, Harm Derksen, Kayvan Najarian:
Coupled matrix-matrix and coupled tensor-matrix completion methods for predicting drug-target interactions. Briefings Bioinform. 22(2): 2161-2171 (2021) - [j18]Zhi Li, Harm Derksen, Jonathan Gryak, Cheng Jiang, Zijun Gao, Winston Zhang, Hamid Ghanbari, Pujitha Gunaratne, Kayvan Najarian:
Prediction of cardiac arrhythmia using deterministic probabilistic finite-state automata. Biomed. Signal Process. Control. 63: 102200 (2021) - [j17]Narathip Reamaroon, Michael W. Sjoding, Jonathan Gryak, Brian D. Athey, Kayvan Najarian, Harm Derksen:
Automated detection of acute respiratory distress syndrome from chest X-Rays using Directionality Measure and deep learning features. Comput. Biol. Medicine 134: 104463 (2021) - [j16]Neriman Tokcan, Jonathan Gryak, Kayvan Najarian, Harm Derksen:
Algebraic Methods for Tensor Data. SIAM J. Appl. Algebra Geom. 5(1): 1-27 (2021) - [j15]Harm Derksen, Visu Makam:
Maximum Likelihood Estimation for Matrix Normal Models via Quiver Representations. SIAM J. Appl. Algebra Geom. 5(2): 338-365 (2021) - [i10]Heming Yao, Harm Derksen, Jessica R. Golbus, Justin Zhang, Keith D. Aaronson, Jonathan Gryak, Kayvan Najarian:
A Novel Tropical Geometry-based Interpretable Machine Learning Method: Application in Prognosis of Advanced Heart Failure. CoRR abs/2112.05071 (2021) - 2020
- [j14]Narathip Reamaroon, Michael W. Sjoding, Harm Derksen, Elyas Sabeti, Jonathan Gryak, Ryan P. Barbaro, Brian D. Athey, Kayvan Najarian:
Robust segmentation of lung in chest x-ray: applications in analysis of acute respiratory distress syndrome. BMC Medical Imaging 20(1): 116 (2020) - [i9]Neriman Tokcan, Jonathan Gryak, Kayvan Najarian, Harm Derksen:
Algebraic Methods for Tensor Data. CoRR abs/2005.12988 (2020) - [i8]John A. Christian, Harm Derksen, Ryan Watkins:
Lunar Crater Identification in Digital Images. CoRR abs/2009.01228 (2020)
2010 – 2019
- 2019
- [j13]Elyas Sabeti, Jonathan Gryak, Harm Derksen, Craig Biwer, Sardar Ansari, Howard Isenstein, Anna Kratz, Kayvan Najarian:
Learning Using Concave and Convex Kernels: Applications in Predicting Quality of Sleep and Level of Fatigue in Fibromyalgia. Entropy 21(5): 442 (2019) - [c9]Zhi Li, Harm Derksen, Jonathan Gryak, Mohsen Hooshmand, Alexander Wood, Hamid Ghanbari, Pujitha Gunaratne, Kayvan Najarian:
Markov Models for Detection of Ventricular Arrhythmia. EMBC 2019: 1488-1491 - [i7]Harm Derksen, Visu Makam:
An exponential lower bound for the degrees of invariants of cubic forms and tensor actions. CoRR abs/1902.10773 (2019) - 2018
- [j12]Harm Derksen:
A General Theory of Singular Values with Applications to Signal Denoising. SIAM J. Appl. Algebra Geom. 2(4): 535-596 (2018) - [c8]Zhi Li, Harm Derksen, Jonathan Gryak, Mohsen Hooshmand, Alexander Wood, Hamid Ghanbari, Pujitha Gunaratne, Kayvan Najarian:
Supraventricular Tachycardia Detection via Machine Learning Algorithms. BIBM 2018: 2419-2422 - [c7]Zhi Li, Harm Derksen, Jonathan Gryak, Hamid Ghanbari, Pujitha Gunaratne, Kayvan Najarian:
A Novel Atrial Fibrillation Prediction Algorithm Applicable to Recordings from Portable Devices. EMBC 2018: 4034-4037 - [i6]Harm Derksen, Visu Makam:
Algorithms for orbit closure separation for invariants and semi-invariants of matrices. CoRR abs/1801.02043 (2018) - 2017
- [i5]Harm Derksen:
A general theory of singular values with applications to signal denoising. CoRR abs/1705.10881 (2017) - 2016
- [j11]Harm Derksen:
On the Nuclear Norm and the Singular Value Decomposition of Tensors. Found. Comput. Math. 16(3): 779-811 (2016) - [j10]Mansour Nejati, Shadrokh Samavi, Harm Derksen, Kayvan Najarian:
Denoising by low-rank and sparse representations. J. Vis. Commun. Image Represent. 36: 28-39 (2016) - [c6]Sardar Ansari, Negar Farzaneh, Michael Heung, Kenn R. Oldham, Harm Derksen, Kevin R. Ward, Kayvan Najarian:
Real-time detection of intradialytic hypotension using a novel polyvinylidene fluoride based sensor. BHI 2016: 493-496 - 2015
- [c5]S. Mohamad Reza Soroushmehr, Abhishek Bafna, Steven Schlosser, Kevin Ward, Harm Derksen, Kayvan Najarian:
CT image segmentation in traumatic brain injury. EMBC 2015: 2973-2976 - [c4]Salome Kazeminia, Nader Karimi, S. M. Reza Soroushmehr, Shadrokh Samavi, Harm Derksen, Kayvan Najarian:
Region of interest extraction for lossless compression of bone X-ray images. EMBC 2015: 3061-3064 - [c3]Hamid R. Fazlali, Nader Karimi, S. Mohamad R. Soroushmehr, Shadrokh Samavi, Brahmajee K. Nallamothu, Harm Derksen, Kayvan Najarian:
Robust catheter identification and tracking in X-ray angiographic sequences. EMBC 2015: 7901-7904 - [i4]Harm Derksen, Visu Makam:
Polynomial degree bounds for matrix semi-invariants. CoRR abs/1512.03393 (2015) - 2014
- [i3]Harm Derksen:
On the equivalence between low rank matrix completion and tensor rank. CoRR abs/1406.0080 (2014) - 2013
- [j9]Harm Derksen:
The Graph Isomorphism Problem and approximate categories. J. Symb. Comput. 59: 81-112 (2013) - [i2]Harm Derksen:
On the Nuclear Norm and the Singular Value Decomposition of Tensors. CoRR abs/1308.3860 (2013) - 2010
- [i1]Harm Derksen:
The Graph Isomorphism Problem and approximate categories. CoRR abs/1012.2081 (2010)
2000 – 2009
- 2008
- [j8]Harm Derksen, Theodore Owen:
New Graphs of Finite Mutation Type. Electron. J. Comb. 15(1) (2008) - [j7]Yi Ma, Allen Y. Yang, Harm Derksen, Robert M. Fossum:
Estimation of Subspace Arrangements with Applications in Modeling and Segmenting Mixed Data. SIAM Rev. 50(3): 413-458 (2008) - 2007
- [j6]Yi Ma, Harm Derksen, Wei Hong, John Wright:
Segmentation of Multivariate Mixed Data via Lossy Data Coding and Compression. IEEE Trans. Pattern Anal. Mach. Intell. 29(9): 1546-1562 (2007) - [j5]Harm Derksen, Christian Eggermont, Arno van den Essen:
Multimagic Squares. Am. Math. Mon. 114(8): 703-713 (2007) - [c2]Harm Derksen, Yi Ma, Wei Hong, John Wright:
Segmentation of multivariate mixed data via lossy coding and compression. VCIP 2007: 65080H - [c1]Shankar R. Rao, Harm Derksen, Robert M. Fossum, Yi Ma, Andrew Wagner, Allen Y. Yang:
The algebra and statistics of generalized principal component analysis. VCIP 2007: 65080G - 2005
- [j4]Harm Derksen, Emmanuel Jeandel, Pascal Koiran:
Quantum automata and algebraic groups. J. Symb. Comput. 39(3-4): 357-371 (2005) - 2004
- [j3]Harm Derksen:
Error-correcting codes and Bh-sequences. IEEE Trans. Inf. Theory 50(3): 476-485 (2004) - 2003
- [j2]Harm Derksen:
The Fundamental Theorem of Algebra and Linear Algebra. Am. Math. Mon. 110(7): 620-623 (2003) - 2000
- [j1]Harm Derksen, Jeremy E. Dawson:
A Characterization of Min or Max: 10677. Am. Math. Mon. 107(7): 654-655 (2000)
Coauthor Index
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