Saeed Soori

Publication Activity (10 Years)

Years Active: 2017-2022
Publications (10 Years): 12

Top Topics

Convex Optimization Problems

Faster Convergence Rate

Machine Learning

Top Venues

IEEE Trans. Control. Netw. Syst.

Publications

Bugra Can, Saeed Soori, Necdet Serhat Aybat, Maryam Mehri Dehnavi, Mert Gürbüzbalaban
Randomized Gossiping With Effective Resistance Weights: Performance Guarantees and Applications. IEEE Trans. Control. Netw. Syst. 9 (2) (2022)
Baorun Mu, Saeed Soori, Bugra Can, Mert Gürbüzbalaban, Maryam Mehri Dehnavi
HyLo: A Hybrid Low-Rank Natural Gradient Descent Method. SC (2022)
Bugra Can, Saeed Soori, Maryam Mehri Dehnavi, Mert Gürbüzbalaban
L-DQN: An Asynchronous Limited-Memory Distributed Quasi-Newton Method. CDC (2021)
Saeed Soori, Bugra Can, Baourun Mu, Mert Gürbüzbalaban, Maryam Mehri Dehnavi
TENGraD: Time-Efficient Natural Gradient Descent with Exact Fisher-Block Inversion. CoRR (2021)
Bugra Can, Saeed Soori, Maryam Mehri Dehnavi, Mert Gürbüzbalaban
L-DQN: An Asynchronous Limited-Memory Distributed Quasi-Newton Method. CoRR (2021)
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)
Saeed Soori, Bugra Can, Mert Gürbüzbalaban, Maryam Mehri Dehnavi
ASYNC: A Cloud Engine with Asynchrony and History for Distributed Machine Learning. IPDPS (2020)
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)
Saeed Soori, Bugra Can, Mert Gürbüzbalaban, Maryam Mehri Dehnavi
ASYNC: Asynchronous Machine Learning on Distributed Systems. CoRR (2019)
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 (2018)
Saeed Soori, Aditya Devarakonda, Zachary Blanco, James Demmel, Mert Gürbüzbalaban, Maryam Mehri Dehnavi
Reducing Communication in Proximal Newton Methods for Sparse Least Squares Problems. ICPP (2018)
Saeed Soori, Aditya Devarakonda, James Demmel, Mert Gürbüzbalaban, Maryam Mehri Dehnavi
Avoiding Communication in Proximal Methods for Convex Optimization Problems. CoRR (2017)