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M. Ozan Karsavuran
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2020 – today
- 2024
- [j8]Kemal Büyükkaya, M. Ozan Karsavuran, Cevdet Aykanat:
Stochastic Gradient Descent for matrix completion: Hybrid parallelization on shared- and distributed-memory systems. Knowl. Based Syst. 283: 111176 (2024) - 2023
- [j7]Nabil Abubaker, Orhun Caglayan, M. Ozan Karsavuran, Cevdet Aykanat:
Minimizing Staleness and Communication Overhead in Distributed SGD for Collaborative Filtering. IEEE Trans. Computers 72(10): 2925-2937 (2023) - [j6]Nabil Abubaker, M. Ozan Karsavuran, Cevdet Aykanat:
Scaling Stratified Stochastic Gradient Descent for Distributed Matrix Completion. IEEE Trans. Knowl. Data Eng. 35(10): 10603-10615 (2023) - 2022
- [j5]Mestan Firat Celiktug, M. Ozan Karsavuran, Seher Acer, Cevdet Aykanat:
Simultaneous Computational and Data Load Balancing in Distributed-Memory Setting. SIAM J. Sci. Comput. 44(6): 399- (2022) - [j4]Nabil Abubaker, M. Ozan Karsavuran, Cevdet Aykanat:
Scalable Unsupervised ML: Latency Hiding in Distributed Sparse Tensor Decomposition. IEEE Trans. Parallel Distributed Syst. 33(11): 3028-3040 (2022) - 2021
- [j3]M. Ozan Karsavuran, Seher Acer, Cevdet Aykanat:
Partitioning Models for General Medium-Grain Parallel Sparse Tensor Decomposition. IEEE Trans. Parallel Distributed Syst. 32(1): 147-159 (2021) - 2020
- [b1]M. Ozan Karsavuran:
Reducing communication overhead in sparse matrix and tensor computations (Seyrek matris ve tensör hesaplamalarında iletişim yükünün azaltılması). İhsan Doğramacı Bilkent University, Turkey, 2020 - [j2]M. Ozan Karsavuran, Seher Acer, Cevdet Aykanat:
Reduce Operations: Send Volume Balancing While Minimizing Latency. IEEE Trans. Parallel Distributed Syst. 31(6): 1461-1473 (2020)
2010 – 2019
- 2016
- [j1]M. Ozan Karsavuran, Kadir Akbudak, Cevdet Aykanat:
Locality-Aware Parallel Sparse Matrix-Vector and Matrix-Transpose-Vector Multiplication on Many-Core Processors. IEEE Trans. Parallel Distributed Syst. 27(6): 1713-1726 (2016)
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