Bugra Can

Publication Activity (10 Years)

Years Active: 2019-2022
Publications (10 Years): 12

Top Topics

Augmented Lagrangian

Alternating Direction

Distributed Systems

Constrained Minimization

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, Mert Gürbüzbalaban, Necdet Serhat Aybat
A Variance-Reduced Stochastic Accelerated Primal Dual Algorithm. CoRR (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)
Yossi Arjevani, Joan Bruna, Bugra Can, Mert Gürbüzbalaban, Stefanie Jegelka, Hongzhou Lin
IDEAL: Inexact DEcentralized Accelerated Augmented Lagrangian Method. CoRR (2020)
Saeed Soori, Bugra Can, Mert Gürbüzbalaban, Maryam Mehri Dehnavi
ASYNC: A Cloud Engine with Asynchrony and History for Distributed Machine Learning. IPDPS (2020)
Yossi Arjevani, Joan Bruna, Bugra Can, Mert Gürbüzbalaban, Stefanie Jegelka, Hongzhou Lin
IDEAL: Inexact DEcentralized Accelerated Augmented Lagrangian Method. NeurIPS (2020)
Bugra Can, Mert Gürbüzbalaban, Lingjiong Zhu
Accelerated Linear Convergence of Stochastic Momentum Methods in Wasserstein Distances. CoRR (2019)
Bugra Can, Mert Gürbüzbalaban, Lingjiong Zhu
Accelerated Linear Convergence of Stochastic Momentum Methods in Wasserstein Distances. ICML (2019)
Saeed Soori, Bugra Can, Mert Gürbüzbalaban, Maryam Mehri Dehnavi
ASYNC: Asynchronous Machine Learning on Distributed Systems. CoRR (2019)