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Oguz Kaya
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Detecting insider threats in a real corporate database of computer usage activity
TE Senator, HG Goldberg, A Memory, WT Young, B Rees, R Pierce, ...
Proceedings of the 19th ACM SIGKDD international conference on Knowledge …, 2013
1912013
Scalable sparse tensor decompositions in distributed memory systems
O Kaya, B Uçar
Proceedings of the International Conference for High Performance Computing …, 2015
1412015
High performance parallel algorithms for the Tucker decomposition of sparse tensors
O Kaya, B Uçar
Parallel Processing (ICPP), 2016 45th International Conference on, 103-112, 2016
82*2016
Parallel candecomp/parafac decomposition of sparse tensors using dimension trees
O Kaya, B Uçar
SIAM Journal on Scientific Computing 40 (1), C99-C130, 2018
72*2018
High performance parallel algorithms for tensor decompositions
O Kaya
Université de Lyon, 2017
122017
Computing dense tensor decompositions with optimal dimension trees
O Kaya, Y Robert
Algorithmica 81, 2092-2121, 2019
102019
Partitioning and communication strategies for sparse non-negative matrix factorization
O Kaya, R Kannan, G Ballard
Proceedings of the 47th International Conference on Parallel Processing, 1-10, 2018
102018
Fill-in reduction in sparse matrix factorizations using hypergraphs
O Kaya, E Kayaaslan, B Uçar, IS Duff
INRIA, 2014
82014
CoDet: Sentence-based containment detection in news corpora
E Varol, F Can, C Aykanat, O Kaya
Proceedings of the 20th ACM international conference on Information and …, 2011
72011
Fast BEM solution for 2-D scattering problems using quantized tensor-train format
JR Poirier, O Coulaud, O Kaya
IEEE Transactions on Magnetics 56 (3), 1-4, 2020
62020
A Parallel Nonzero CP Decomposition Algorithm for Higher Order Sparse Data Analysis
O Kaya
Proceedings of the Seventh International Conference on Advanced …, 2017
22017
On the minimum edge cover and vertex partition by quasi-cliques problems
O Kaya, E Kayaaslan, B Uçar
INRIA, 2013
22013
Mixed precision randomized low-rank approximation with GPU tensor cores
M Baboulin, S Donfack, O Kaya, T Mary, M Robeyns
European Conference on Parallel Processing, 31-44, 2024
2024
Mixed precision iterative refinement for low-rank matrix and tensor approximations
M Baboulin, O Kaya, T Mary, M Robeyns
2023
Algorithmic and HPC Challenges in Parallel Tensor Computations
O Kaya
2017
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Articles 1–15