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Saeed Soori
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2020 – today
- 2022
- [j1]Bugra Can
, Saeed Soori, Necdet Serhat Aybat
Randomized Gossiping With Effective Resistance Weights: Performance Guarantees and Applications. IEEE Trans. Control. Netw. Syst. 9(2): 524-536 (2022) - [c6]Baorun Mu, Saeed Soori, Bugra Can, Mert Gürbüzbalaban, Maryam Mehri Dehnavi:
HyLo: A Hybrid Low-Rank Natural Gradient Descent Method. SC 2022: 47:1-47:16 - 2021
- [c5]Bugra Can, Saeed Soori, Maryam Mehri Dehnavi, Mert Gürbüzbalaban:
L-DQN: An Asynchronous Limited-Memory Distributed Quasi-Newton Method. CDC 2021: 2386-2393 - [i5]Saeed Soori, Bugra Can, Baourun Mu, Mert Gürbüzbalaban, Maryam Mehri Dehnavi:
TENGraD: Time-Efficient Natural Gradient Descent with Exact Fisher-Block Inversion. CoRR abs/2106.03947 (2021) - [i4]Bugra Can, Saeed Soori, Maryam Mehri Dehnavi, Mert Gürbüzbalaban:
L-DQN: An Asynchronous Limited-Memory Distributed Quasi-Newton Method. CoRR abs/2108.09365 (2021) - 2020
- [c4]Saeed Soori, Konstantin Mishchenko, Aryan Mokhtari, Maryam Mehri Dehnavi, Mert Gürbüzbalaban:
DAve-QN: A Distributed Averaged Quasi-Newton Method with Local Superlinear Convergence Rate. AISTATS 2020: 1965-1976 - [c3]Saeed Soori, Bugra Can, Mert Gürbüzbalaban, Maryam Mehri Dehnavi:
ASYNC: A Cloud Engine with Asynchrony and History for Distributed Machine Learning. IPDPS 2020: 429-439 - [c2]Bangtian Liu, Kazem Cheshmi, Saeed Soori, Michelle Mills Strout, Maryam Mehri Dehnavi:
MatRox: modular approach for improving data locality in hierarchical (Mat)rix App(Rox)imation. PPoPP 2020: 389-402
2010 – 2019
- 2019
- [i3]Saeed Soori, Bugra Can, Mert Gürbüzbalaban, Maryam Mehri Dehnavi:
ASYNC: Asynchronous Machine Learning on Distributed Systems. CoRR abs/1907.08526 (2019) - 2018
- [c1]Saeed Soori, Aditya Devarakonda
Reducing Communication in Proximal Newton Methods for Sparse Least Squares Problems. ICPP 2018: 22:1-22:10 - [i2]Bangtian Liu, Kazem Cheshmi, Saeed Soori, Maryam Mehri Dehnavi:
MatRox: A Model-Based Algorithm with an Efficient Storage Format for Parallel HSS-Structured Matrix Approximations. CoRR abs/1812.07152 (2018) - 2017
- [i1]Saeed Soori, Aditya Devarakonda, James Demmel, Mert Gürbüzbalaban, Maryam Mehri Dehnavi:
Avoiding Communication in Proximal Methods for Convex Optimization Problems. CoRR abs/1710.08883 (2017)
Coauthor Index
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