المؤلفون: Raviteja Vangara, Manish Bhattarai, Erik Skau, Gopinath Chennupati, Hristo Djidjev, Tom Tierney, James P. Smith, Valentin G. Stanev, Boian S. Alexandrov

المصدر: IEEE Access, Vol 9, Pp 117217-117231 (2021)

مصطلحات موضوعية: Machine learning, NLP, topic modeling, semantic non-negative matrix factorization, Electrical engineering. Electronics. Nuclear engineering, TK1-9971

وصف الملف: electronic resource

Relation: https://ieeexplore.ieee.org/document/9521777/; https://doaj.org/toc/2169-3536

URL الوصول: https://doaj.org/article/707c3e2add48470ab05fd9838d30a334

المؤلفون: Giancarlo Sanchez, Erik Skau, Boian Alexandrov

المصدر: IEEE Access, Vol 9, Pp 152243-152249 (2021)

مصطلحات موضوعية: Blind source separation, model determination, polarization, quaternion NMF, spectropolarimetric imaging, Electrical engineering. Electronics. Nuclear engineering, TK1-9971

وصف الملف: electronic resource

Relation: https://ieeexplore.ieee.org/document/9576718/; https://doaj.org/toc/2169-3536

URL الوصول: https://doaj.org/article/531a2ddaf1c54bc7ad8b933b2127f1d0

المؤلفون: Duc P. Truong, Erik Skau, Derek Desantis, Boian Alexandrov

المصدر: IEEE Access, Vol 9, Pp 117169-117177 (2021)

مصطلحات موضوعية: Boolean matrix factorization, nonnegative matrix factorization, Electrical engineering. Electronics. Nuclear engineering, TK1-9971

وصف الملف: electronic resource

Relation: https://ieeexplore.ieee.org/document/9521203/; https://doaj.org/toc/2169-3536

URL الوصول: https://doaj.org/article/c5cb3762d08046f1ac6c4113db5a0fdf

المؤلفون: Hector Carrillo-Cabada, Erik Skau, Gopinath Chennupati, Boian Alexandrov, Hristo Djidjev

المصدر: IEEE Access, Vol 8, Pp 107749-107759 (2020)

مصطلحات موضوعية: tSVD, out of memory, tensor train, singular vectors, tensor networks, Electrical engineering. Electronics. Nuclear engineering, TK1-9971

وصف الملف: electronic resource

Relation: https://ieeexplore.ieee.org/document/9110583/; https://doaj.org/toc/2169-3536

URL الوصول: https://doaj.org/article/abdcffdea34d4932b82edb2adaa18238

المؤلفون: Maksim E. Eren, Juston S. Moore, Erik Skau, Elisabeth Moore, Manish Bhattarai, Gopinath Chennupati, Boian S. Alexandrov

المصدر: Digital Threats: Research and Practice. 4:1-28

مصطلحات موضوعية: Computer Networks and Communications, Hardware and Architecture, Safety Research, Software, Computer Science Applications, Information Systems

URL الوصول: https://explore.openaire.eu/search/publication?articleId=doi_________::415bc997a9b6fea4e6485ccf8eed87c7
https://doi.org/10.1145/3519602

المؤلفون: Manish Bhattarai, Namita kharat, Ismael Boureima, Erik Skau, Benjamin Nebgen, Hristo Djidjev, Sanjay Rajopadhye, James P. Smith, Boian Alexandrov

المصدر: Journal of Parallel and Distributed Computing. 179:104709

مصطلحات موضوعية: Artificial Intelligence, Computer Networks and Communications, Hardware and Architecture, Software, Theoretical Computer Science

URL الوصول: https://explore.openaire.eu/search/publication?articleId=doi_________::69696207a80279656f17294ad69fa4dc
https://doi.org/10.1016/j.jpdc.2023.04.010

المؤلفون: Valentin Stanev, Erik Skau, Ichiro Takeuchi, Boian S. Alexandrov

المصدر: Large-Scale Scientific Computing ISBN: 9783030975487

URL الوصول: https://explore.openaire.eu/search/publication?articleId=doi_________::8a85b1618a048999b277aae924c964df
https://doi.org/10.1007/978-3-030-97549-4_41

المؤلفون: Gianmarco Manzini, Erik Skau, Duc P. Truong, Raviteja Vangara

المصدر: Large-Scale Scientific Computing ISBN: 9783030975487

URL الوصول: https://explore.openaire.eu/search/publication?articleId=doi_________::de4f7fb58bd1c2ca0de8c7f89fd5fd17
https://doi.org/10.1007/978-3-030-97549-4_39

المؤلفون: Manish Bhattarai, Namita Kharat, Erik Skau, Benjamin Nebgen, Hristo Djidjev, Sanjay Rajopadhye, James P. Smith, Boian Alexandrov

المصدر: SSRN Electronic Journal.

URL الوصول: https://explore.openaire.eu/search/publication?articleId=doi_________::a94063dde07710c6d9a7b61c204f5c68
https://doi.org/10.2139/ssrn.4068363

المؤلفون: Raviteja Vangara, Erik Skau, Gopinath Chennupati, Boian S. Alexandrov, Hristo N. Djidjev

المصدر: The Journal of Supercomputing. 76:7458-7488

مصطلحات موضوعية: 020203 distributed computing, business.industry, Computer science, Pattern recognition, 02 engineering and technology, Latent variable, Synthetic data, Theoretical Computer Science, Non-negative matrix factorization, Matrix decomposition, Matrix (mathematics), ComputingMethodologies_PATTERNRECOGNITION, Hardware and Architecture, Distributed algorithm, 0202 electrical engineering, electronic engineering, information engineering, Unsupervised learning, Artificial intelligence, business, Cluster analysis, Software, Information Systems

URL الوصول: https://explore.openaire.eu/search/publication?articleId=doi_________::f1782f31ef93d3adadcc8f59ea4c987a
https://doi.org/10.1007/s11227-020-03181-6

المؤلفون: Jennifer Disterhaupt, Marc Klasky, Dean L. Sanzo, Erik Skau

مصطلحات موضوعية: Response model, Chemistry, Thermodynamics, Reactivity (chemistry)

URL الوصول: https://explore.openaire.eu/search/publication?articleId=doi_________::3236577f57725c94845a40914da9216a
https://doi.org/10.2172/1765856

المؤلفون: Hristo N. Djidjev, Erik Skau, Boian S. Alexandrov, James P. Smith, Manish Bhattarai, Tom Tierney, Raviteja Vangara, Valentin Stanev, Gopinath Chennupati

المصدر: IEEE Access, Vol 9, Pp 117217-117231 (2021)

مصطلحات موضوعية: Text corpus, Topic model, General Computer Science, Computer science, topic modeling, Context (language use), Overfitting, Pointwise mutual information, computer.software_genre, NLP, Matrix decomposition, Non-negative matrix factorization, Machine learning, General Materials Science, Analytical models, Cluster analysis, Probabilistic logic, business.industry, semantic non-negative matrix factorization, General Engineering, Data models, Stability analysis, Minimization, TK1-9971, Semantics, ComputingMethodologies_PATTERNRECOGNITION, Artificial intelligence, Electrical engineering. Electronics. Nuclear engineering, business, computer, Coherence, Natural language processing

وصف الملف: application/pdf

URL الوصول: https://explore.openaire.eu/search/publication?articleId=doi_dedup___::307cd1f27e32f35faa42922f9c7de381

المؤلفون: Anish Lahiri, Michelle A. Espy, Marc Klasky, Erik Skau, Saiprasad Ravishankar

المصدر: OSA Imaging and Applied Optics Congress 2021 (3D, COSI, DH, ISA, pcAOP).

مصطلحات موضوعية: Adversarial system, business.industry, Computer science, Computer vision, Artificial intelligence, business, Cone beam ct

URL الوصول: https://explore.openaire.eu/search/publication?articleId=doi_________::4aaed877905d17e20c2cea9f97859d61
https://doi.org/10.1364/dh.2021.dth1d.4

المؤلفون: Derek Desantis, Erik Skau, Duc P. Truong, Boian Alexandrov

مصطلحات موضوعية: General Computer Science, FOS: Mathematics, Numerical Analysis (math.NA), Mathematics - Numerical Analysis

URL الوصول: https://explore.openaire.eu/search/publication?articleId=doi_dedup___::04b0e148873c6753268e0f64134624df
http://arxiv.org/abs/2012.10496

المؤلفون: Valentin Stanev, Raviteja Vangara, Erik Skau, James P. Smith, Boian S. Alexandrov, Gopinath Chennupati, Thomas E. Tierney, Manish Bhattarai, Hristo N. Djidjev

المصدر: ICMLA

مصطلحات موضوعية: Topic model, Theoretical computer science, Computer science, Stability (learning theory), 02 engineering and technology, 010501 environmental sciences, Document clustering, 01 natural sciences, Non-negative matrix factorization, Matrix decomposition, Matrix (mathematics), Factorization, 0202 electrical engineering, electronic engineering, information engineering, 020201 artificial intelligence & image processing, Representation (mathematics), 0105 earth and related environmental sciences

URL الوصول: https://explore.openaire.eu/search/publication?articleId=doi_________::3d835b1f1d9b5724a3f040c888193771
https://doi.org/10.1109/icmla51294.2020.00060

المؤلفون: Marc Klasky, Anish Lahiri, Saiprasad Ravishankar, Erik Skau, Michelle Espy

URL الوصول: https://explore.openaire.eu/search/publication?articleId=doi_________::dae786bfe19bf7762608fe246ef6f7c8
https://doi.org/10.2172/1699436

المؤلفون: Hristo N. Djidjev, Erik Skau, Raviteja Vangara, Boian S. Alexandrov, Gopinath Chennupati, Manish Bhattarai

المصدر: HPEC

مصطلحات موضوعية: FOS: Computer and information sciences, Computer Science - Machine Learning, education.field_of_study, Computer science, Population, Observable, Exascale computing, Machine Learning (cs.LG), Computational science, Computer Science - Distributed, Parallel, and Cluster Computing, Factorization, Compression (functional analysis), Scalability, Distributed, Parallel, and Cluster Computing (cs.DC), Tensor, Representation (mathematics), education

URL الوصول: https://explore.openaire.eu/search/publication?articleId=doi_dedup___::f9e5699ea0864b12c512f98a615a2b7b
https://doi.org/10.1109/hpec43674.2020.9286234

المؤلفون: Yoseob Han, Albert Mendez, Berk Iskender, Barry J. Warthen, Marc Klasky, Aimee Hungerford, Charles A. Bouman, Michelle A. Espy, Theodore Mockler, Brendt Wohlberg, Michael T. McCann, Martin Schulze, Luke Pfister, Trevor Wilcox, Elena Guardincerri, Balasubramanya T. Nadiga, Gary Salazar, Yoram Bresler, Chris Randall Rose Rose, Luke Hovey, Jennifer Disterhaupt, Anish Lahiri, Joshua Coleman, J. Carroll, Erik Skau, Saiprad Ravishankar

مصطلحات موضوعية: Computer science, business.industry, Radiography, Computer graphics (images), business, Toolbox

URL الوصول: https://explore.openaire.eu/search/publication?articleId=doi_________::d107a1c09d2d16de97997d9d81c0156c
https://doi.org/10.2172/1632670

المؤلفون: Manish Bhattarai, Namita Kharat, Erik Skau, Duc Truong, Maksim Eren, Sanjay Rajopadhye, Hristo Djidjev, Boian Alexandrov

مصطلحات موضوعية: artificial intelligence, unsupervised learning, relational learning, relational model, dynamic networks, distributed algorithm, heterogenous CPU/GPU

Relation: https://github.com/lanl/pyDRESCALk/tree/v1.0.0; https://doi.org/10.5281/zenodo.5758445; https://doi.org/10.5281/zenodo.5758446; oai:zenodo.org:5758446

الاتاحة: https://doi.org/10.5281/zenodo.5758446

المؤلفون: Manish Bhattarai, Erik skau, Phan Minh Duc Truong, Maksim E. Eren, Namita Kharat, Gopinath Chennupati, Raviteja Vangara, Hristo Djidjev, Boian Alexandrov

مصطلحات موضوعية: Tensor Networks, Non-negative factorization, Tensor Train, Compression, Hierarchical Tensor decompositions, Hierarchical Tucker, pyDNMFk, Distributed Tensor factorization

Relation: https://github.com/lanl/pyDNTNK/tree/v1.0.0; https://doi.org/10.5281/zenodo.5004489; https://doi.org/10.5281/zenodo.5004490; oai:zenodo.org:5004490

الاتاحة: https://doi.org/10.5281/zenodo.5004490