Umut \c{S}im\c{s}ekli
Identifiers
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Papers (12)
- Generalization at the Edge of Stability cs.LG · 2026 · author #3
- First Exit Time Analysis of Stochastic Gradient Descent Under Heavy-Tailed Gradient Noise stat.ML · 2019 · author #2
- Probabilistic Permutation Synchronization using the Riemannian Structure of the Birkhoff Polytope cs.CV · 2019 · author #2
- Non-Asymptotic Analysis of Fractional Langevin Monte Carlo for Non-Convex Optimization math.OC · 2019 · author #2
- Sliced-Wasserstein Flows: Nonparametric Generative Modeling via Optimal Transport and Diffusions stat.ML · 2018 · author #2
- Asynchronous Stochastic Quasi-Newton MCMC for Non-Convex Optimization stat.ML · 2018 · author #1
- Bayesian Pose Graph Optimization via Bingham Distributions and Tempered Geodesic MCMC cs.CV · 2018 · author #2
- Fractional Langevin Monte Carlo: Exploring L\'{e}vy Driven Stochastic Differential Equations for Markov Chain Monte Carlo stat.CO · 2017 · author #1
- Learning the Morphology of Brain Signals Using Alpha-Stable Convolutional Sparse Coding stat.ML · 2017 · author #3
- Stochastic Quasi-Newton Langevin Monte Carlo stat.ML · 2016 · author #1
- HAMSI: A Parallel Incremental Optimization Algorithm Using Quadratic Approximations for Solving Partially Separable Problems stat.ML · 2015 · author #5
- Parallel Stochastic Gradient Markov Chain Monte Carlo for Matrix Factorisation Models stat.ML · 2015 · author #1
Mentions
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Frequent Coauthors
- A. Taylan Cemgil 4 shared papers
- Ga\"el Richard 4 shared papers
- Thanh Huy Nguyen 3 shared papers
- Tolga Birdal 3 shared papers
- \c{S}. \.Ilker Birbil 2 shared papers
- Figen \"Oztoprak 2 shared papers
- Hazal Koptagel 2 shared papers
- Alain Durmus 1 shared papers
- Alexandre Gramfort 1 shared papers
- Antoine Liutkus 1 shared papers
- Caner Korkmaz 1 shared papers
- \c{C}a\u{g}atay Y{\i}ld{\i}z 1 shared papers
- Fabian-Robert St\"oter 1 shared papers
- Hakan G\"ulda\c{s} 1 shared papers
- Kamer Kaya 1 shared papers
- Mainak Jas 1 shared papers
- Mario Tuci 1 shared papers
- Mert G\"urb\"uzbalaban 1 shared papers
- M. Kaan \"Ozt\"urk 1 shared papers
- M. Onur Eken 1 shared papers