Projects per year
Fingerprint
Dive into the research topics where Mert Gurbuzbalaban is active. These topic labels come from the works of this person. Together they form a unique fingerprint.
- 1 Similar Profiles
Collaborations and top research areas from the last five years
Recent external collaboration on country/territory level. Dive into details by clicking on the dots or
Projects
- 2 Finished
-
Algorithmic Stability of Heavy-Tailed Stochastic Gradient Descent on Least Squares
Raj, A., Barsbey, M., Gürbüzbalaban, M., Zhu, L. & Şimşekli, U., 2023, In: Proceedings of Machine Learning Research. 201, p. 1292-1342 51 p.Research output: Contribution to journal › Conference article › peer-review
-
Boundary Conditions for Linear Exit Time Gradient Trajectories Around Saddle Points: Analysis and Algorithm
Dixit, R., Gurbuzbalaban, M. & Bajwa, W. U., Apr 1 2023, In: IEEE Transactions on Information Theory. 69, 4, p. 2556-2602 47 p.Research output: Contribution to journal › Article › peer-review
-
Exit Time Analysis for Approximations of Gradient Descent Trajectories Around Saddle Points
Dixit, R., Gürbüzbalaban, M. & Bajwa, W. U., Jun 1 2023, In: Information and Inference. 12, 2, p. 714-786 73 p.Research output: Contribution to journal › Article › peer-review
-
A Stochastic Subgradient Method for Distributionally Robust Non-convex and Non-smooth Learning
Gürbüzbalaban, M., Ruszczyński, A. & Zhu, L., Sep 2022, In: Journal of Optimization Theory and Applications. 194, 3, p. 1014-1041 28 p.Research output: Contribution to journal › Article › peer-review
-
DIFFERENTIALLY PRIVATE ACCELERATED OPTIMIZATION ALGORITHMS
Kuru, N., Birbil, İL., Gürbüzbalaban, M. & Yildirim, S., 2022, In: SIAM Journal on Optimization. 32, 2, p. 795-821 27 p.Research output: Contribution to journal › Article › peer-review