Harm Derksen

Publication Activity (10 Years)

Years Active: 2000-2023
Publications (10 Years): 34

Top Topics

Singular Values

Machine Learning

Top Venues

SIAM J. Appl. Algebra Geom.

Electron. Colloquium Comput. Complex.

Publications

Cristian Minoccheri, Olivia Alge, Jonathan Gryak, Kayvan Najarian, Harm Derksen
Quadratic Multilinear Discriminant Analysis for Tensorial Data Classification. Algorithms 16 (2) (2023)
Calin Chindris, Harm Derksen
The capacity of quiver representations and the Anantharam-Jog-Nair inequality. CoRR (2023)
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) (2023)
Jonathan Gryak, Kayvan Najarian, Harm Derksen
Tensor Denoising via Amplification and Stable Rank Methods. CoRR (2023)
Harm Derksen, Emanuele Viola
Quasirandom groups enjoy interleaved mixing. Electron. Colloquium Comput. Complex. (2022)
Harm Derksen, Visu Makam, Jeroen Zuiddam
Subrank and Optimal Reduction of Scalar Multiplications to Generic Tensors. CCC (2022)
Harm Derksen, Visu Makam, Jeroen Zuiddam
Subrank and Optimal Reduction of Scalar Multiplications to Generic Tensors. CoRR (2022)
Harm Derksen, Emanuele Viola
Fooling polynomials using invariant theory. Electron. Colloquium Comput. Complex. (2022)
Harm Derksen, Emanuele Viola
. FOCS (2022)
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 (2021)
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 (2021)
Harm Derksen, Visu Makam
Maximum Likelihood Estimation for Matrix Normal Models via Quiver Representations. SIAM J. Appl. Algebra Geom. 5 (2) (2021)
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 (2021)
Neriman Tokcan, Jonathan Gryak, Kayvan Najarian, Harm Derksen
Algebraic Methods for Tensor Data. SIAM J. Appl. Algebra Geom. 5 (1) (2021)
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) (2021)
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 (2021)
Neriman Tokcan, Jonathan Gryak, Kayvan Najarian, Harm Derksen
Algebraic Methods for Tensor Data. CoRR (2020)
John A. Christian, Harm Derksen, Ryan Watkins
Lunar Crater Identification in Digital Images. CoRR (2020)
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) (2020)
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) (2019)
Harm Derksen, Visu Makam
An exponential lower bound for the degrees of invariants of cubic forms and tensor actions. CoRR (2019)
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)
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)
Harm Derksen
A General Theory of Singular Values with Applications to Signal Denoising. SIAM J. Appl. Algebra Geom. 2 (4) (2018)
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)
Harm Derksen, Visu Makam
Algorithms for orbit closure separation for invariants and semi-invariants of matrices. CoRR (2018)
Harm Derksen
A general theory of singular values with applications to signal denoising. CoRR (2017)
Harm Derksen
On the Nuclear Norm and the Singular Value Decomposition of Tensors. Found. Comput. Math. 16 (3) (2016)
Mansour Nejati, Shadrokh Samavi, Harm Derksen, Kayvan Najarian
Denoising by low-rank and sparse representations. J. Vis. Commun. Image Represent. 36 (2016)
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)
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)
Harm Derksen, Visu Makam
Polynomial degree bounds for matrix semi-invariants. CoRR (2015)
S. Mohamad Reza Soroushmehr, Abhishek Bafna, Steven Schlosser, Kevin Ward, Harm Derksen, Kayvan Najarian
CT image segmentation in traumatic brain injury. EMBC (2015)
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)
Harm Derksen
On the equivalence between low rank matrix completion and tensor rank. CoRR (2014)
Harm Derksen
The Graph Isomorphism Problem and approximate categories. J. Symb. Comput. 59 (2013)
Harm Derksen
On the Nuclear Norm and the Singular Value Decomposition of Tensors. CoRR (2013)
Harm Derksen
The Graph Isomorphism Problem and approximate categories CoRR (2010)
Harm Derksen, Theodore Owen
New Graphs of Finite Mutation Type. Electron. J. Comb. 15 (1) (2008)
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) (2008)
Harm Derksen, Christian Eggermont, Arno van den Essen
Multimagic Squares. Am. Math. Mon. 114 (8) (2007)
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) (2007)
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)
Harm Derksen, Yi Ma, Wei Hong, John Wright
Segmentation of multivariate mixed data via lossy coding and compression. VCIP (2007)
Harm Derksen, Emmanuel Jeandel, Pascal Koiran
Quantum automata and algebraic groups. J. Symb. Comput. 39 (3-4) (2005)
Harm Derksen
-sequences. IEEE Trans. Inf. Theory 50 (3) (2004)
Harm Derksen
The Fundamental Theorem of Algebra and Linear Algebra. Am. Math. Mon. 110 (7) (2003)
Harm Derksen, Jeremy E. Dawson
A Characterization of Min or Max: 10677. Am. Math. Mon. 107 (7) (2000)