M. Ozan Karsavuran

Publication Activity (10 Years)

Years Active: 2016-2024
Publications (10 Years): 8

Top Topics

Matrix Completion

Tensor Decomposition

Collaborative Filtering

Top Venues

IEEE Trans. Parallel Distributed Syst.

IEEE Trans. Computers

SIAM J. Sci. Comput.

Knowl. Based Syst.

Publications

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 (2024)
Nabil Abubaker, M. Ozan Karsavuran, Cevdet Aykanat
Scaling Stratified Stochastic Gradient Descent for Distributed Matrix Completion. IEEE Trans. Knowl. Data Eng. 35 (10) (2023)
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) (2023)
Nabil Abubaker, M. Ozan Karsavuran, Cevdet Aykanat
Scalable Unsupervised ML: Latency Hiding in Distributed Sparse Tensor Decomposition. IEEE Trans. Parallel Distributed Syst. 33 (11) (2022)
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) (2022)
M. Ozan Karsavuran, Seher Acer, Cevdet Aykanat
Partitioning Models for General Medium-Grain Parallel Sparse Tensor Decomposition. IEEE Trans. Parallel Distributed Syst. 32 (1) (2021)
M. Ozan Karsavuran, Seher Acer, Cevdet Aykanat
Reduce Operations: Send Volume Balancing While Minimizing Latency. IEEE Trans. Parallel Distributed Syst. 31 (6) (2020)
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) (2016)