I received my BSc in Electrical and Electronics Engineering Department of Bilkent University, Ankara, Turkey, in 2016. In September the same year, I started my PhD thesis at EPFL, LIONS which I sucessfully defended in 2021. The thesis, entitled “Adaptation in Stochastic Algorithms: From Nonsmooth Optimization to Min-Max Problems and Beyond” was supervised by Prof. Volkan Cevher.
Publications (most recent)
On The Convergence Of Stochastic Primal-Dual Hybrid GradientSiam Journal On Optimization. 2022-01-01. Vol. 32, num. 2, p. 1288-1318. DOI : 10.1137/19M1296252.
Convergence of adaptive algorithms for constrained weakly convex optimization2021. 35th Conference on Neural Information Processing Systems (NeurIPS 2021), Sydney, Australia, December 6-14, 2021.
Random extrapolation for primal-dual coordinate descent2020. 37th International Conference on Machine Learning (ICML 2020), Online, July 13-18, 2020.
Conditional gradient methods for stochastically constrained convex minimization2020. 37th International Conference on Machine Learning (ICML), virtual, July 12-18, 2020.
A new regret analysis for Adam-type algorithms2020. 37th International Conference on Machine Learning (ICLM 2020), Virtual, July 13-18, 2020.
On the convergence of stochastic primal-dual hybrid gradient