Mert Gurbuzbalaban
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Papers (11)
- RESIST: Resilient Decentralized Learning Using Consensus Gradient Descent cs.LG · 2025 · author #4
- Accelerated Gradient Methods for Nonconvex Optimization: Escape Trajectories From Strict Saddle Points and Convergence to Local Minima math.OC · 2023 · author #2
- DAve-QN: A Distributed Averaged Quasi-Newton Method with Local Superlinear Convergence Rate math.OC · 2019 · author #5
- A Tail-Index Analysis of Stochastic Gradient Noise in Deep Neural Networks cs.LG · 2019 · author #3
- Randomness and Permutations in Coordinate Descent Methods math.OC · 2018 · author #1
- Avoiding Communication in Proximal Methods for Convex Optimization Problems cs.DC · 2017 · author #4
- Decentralized Computation of Effective Resistances and Acceleration of Consensus Algorithms math.OC · 2017 · author #2
- Approximating the Real Structured Stability Radius with Frobenius Norm Bounded Perturbations math.OC · 2017 · author #2
- A Stronger Convergence Result on the Proximal Incremental Aggregated Gradient Method math.OC · 2016 · author #2
- Global Convergence Rate of Proximal Incremental Aggregated Gradient Methods math.OC · 2016 · author #2
- On the Convergence Rate of Incremental Aggregated Gradient Algorithms math.OC · 2015 · author #1
Mentions
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Frequent Coauthors
- Nuri Denizcan Vanli 3 shared papers
- Asuman Ozdaglar 2 shared papers
- Asu Ozdaglar 2 shared papers
- Maryam Mehri Dehnavi 2 shared papers
- Rishabh Dixit 2 shared papers
- Saeed Soori 2 shared papers
- Waheed U. Bajwa 2 shared papers
- Aditya Devarakonda 1 shared papers
- Aryan Mokhtari 1 shared papers
- Cheng Fang 1 shared papers
- James Demmel 1 shared papers
- Konstantin Mischenko 1 shared papers
- Levent Sagun 1 shared papers
- Michael Overton 1 shared papers
- Necdet Serhat Aybat 1 shared papers
- Nicola Guglielmi 1 shared papers
- Pablo Parrilo 1 shared papers
- Stephen J. Wright 1 shared papers
- Tim Mitchell 1 shared papers
- Umut Simsekli 1 shared papers