Oguz Kaya bio photo

Oguz Kaya

I am post-doctoral researcher in the HiePACS team at Inria Bordeaux, France. My research addresses combinatorial and computational problems arising in (multi)linear algebra, machine learning, and scientific computing.

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Publications

Journal and Conference Publications

  1. O. Kaya and B. Uçar,
    High Performance Parallel Algorithms for the Tucker Decomposition of Sparse Tensors,
    in the 45th International Conference on Parallel Processing (ICPP '16), pp. 103-112, Aug 2016.
    [BibTeX] [URL] [TR]

    @inproceedings{kauc:16,
      author = {O. Kaya and B. Uçar},
      title = {High Performance Parallel Algorithms for the Tucker Decomposition of Sparse Tensors},
      booktitle = {45th International Conference on Parallel Processing (ICPP '16)},
      year = {2016},
      pages = {103-112},
      doi = {http://dx.doi.org/10.1109/ICPP.2016.19}
    }
    
  2. O. Kaya and B. Uçar,
    Scalable Sparse Tensor Decompositions in Distributed Memory Systems,
    in the Proceedings of the International Conference for High Performance Computing, Networking, Storage and Analysis (SC '15), pp. 77:1-77:11, 2015.
    [BibTeX] [URL][TR]

    @inproceedings{kauc:15,
      author = {O. Kaya and B. Uçar},
      title = {Scalable Sparse Tensor Decompositions in Distributed Memory Systems},
      booktitle = {Proceedings of the International Conference for High Performance Computing, Networking, Storage and Analysis},
      publisher = {ACM},
      year = {2015},
      pages = {77:1--77:11},
      doi = {http://dx.doi.org/10.1145/2807591.2807624}
    }
    
  3. T. E. Senator, H. G. Goldberg, A. Memory, W. T. Young, B. Rees, R. Pierce, D. Huang, M. Reardon, D. Bader, E. Chow, I. Essa, J. Jones, V. Bettadapura, D. H. Chau, O. Green, O. Kaya, A. Zakrzewska, E. Briscoe, R. IV L. Mappus, R. McColl, L. Weiss, T. G. Dietterich, A. Fern, W. K. Wong, S. Das, A. Emmott, J. Irvine, J. Y. Lee, D. Koutra, C. Faloutsos, D. Corkill, L. Friedland, A. Gentzel and D. Jensen,
    Detecting Insider Threats in a Real Corporate Database of Computer Usage Activity,
    in the Proceedings of the 19th ACM SIGKDD International Conference on Knowledge Discovery and Data Mining (KDD '13), pp. 1393-1401, 2013.
    [BibTeX] [URL]

    @inproceedings{segm+:13,
      author = {T. E. Senator and H. G. Goldberg and A. Memory and W. T. Young and B. Rees and R. Pierce and D. Huang and M. Reardon and D. Bader and E. Chow and I. Essa and J. Jones and V. Bettadapura and D. H. Chau and O. Green and O. Kaya and A. Zakrzewska and E. Briscoe and R. IV L. Mappus and R. McColl and L. Weiss and T. G. Dietterich and A. Fern and W. K. Wong and S. Das and A. Emmott and J. Irvine and J. Y. Lee and D. Koutra and C. Faloutsos and D. Corkill and L. Friedland and A. Gentzel and D. Jensen},
      title = {Detecting Insider Threats in a Real Corporate Database of Computer Usage Activity},
      booktitle = {Proceedings of the 19th ACM SIGKDD International Conference on Knowledge Discovery and Data Mining},
      publisher = {ACM},
      year = {2013},
      pages = {1393--1401},
      doi = {http://dx.doi.org/10.1145/2487575.2488213}
    }
    
  4. E. Varol, F. Can, C. Aykanat and O. Kaya,
    CoDet: Sentence-Based Containment Detection in News Corpora,
    in the Proceedings of the 20th ACM International Conference on Information and Knowledge Management (CIKM '11), pp. 2049-2052, 2011.
    [BibTeX] [URL]

    @inproceedings{vaca+:11,
      author = {E. Varol and F. Can and C. Aykanat and O. Kaya},
      title = {CoDet: Sentence-Based Containment Detection in News Corpora},
      booktitle = {Proceedings of the 20th ACM International Conference on Information and Knowledge Management},
      publisher = {ACM},
      year = {2011},
      pages = {2049--2052},
      doi = {http://dx.doi.org/10.1145/2063576.2063887}
    }
    

Technical Reports

  1. O. Kaya, E. Kayaaslan, B. Uçar and I. S. Duff,
    Fill-In Reduction in Sparse Matrix Factorizations Using Hypergraphs,
    Technical Report, January 2014.
    [BibTeX] [URL]

    @techreport{kaku+:14tr,
      author = {O. Kaya and E. Kayaaslan and B. Uçar and I. S. Duff},
      title = {Fill-In Reduction in Sparse Matrix Factorizations Using Hypergraphs},
      year = {2014},
      number = {RR-8448}
    }
    
  2. O. Kaya, E. Kayaaslan and B. Uçar,
    On the Minimum Edge Cover and Vertex Partition by Quasi-Cliques Problems,
    Technical Report, February 2013.
    [BibTeX] [URL]

    @techreport{kaku:13tr,
      author = {O. Kaya and E. Kayaaslan and B. Uçar},
      title = {On the Minimum Edge Cover and Vertex Partition by Quasi-Cliques Problems},
      year = {2013},
      number = {RR-8255}
    }