Ömer Deniz Akyıldız

Nudging the particle filter

Ömer Deniz Akyıldız · Statistics and Computing · 2019 · 26 citations · Full text

State Estimation, Particle Filters, Computational Science +14

Fully probabilistic deep models for forward and inverse problems in parametric PDEs

Arnaud Vadeboncoeur, Ömer Deniz Akyıldız, Ieva Kazlauskaite et al. · Journal of Computational Physics · 2023 · 24 citations · Full text

Primal-dual algorithms for audio decomposition using mixed norms

İlker Bayram, Ömer Deniz Akyıldız · Signal Image and Video Processing · 2013 · 21 citations

Source Separation, Mixed Norms, Health Sciences +7

Nonasymptotic Estimates for Stochastic Gradient Langevin Dynamics Under Local Conditions in Nonconvex Optimization

Ying Zhang, Ömer Deniz Akyıldız, Theodoros Damoulas et al. · Applied Mathematics & Optimization · 2023 · 19 citations · Full text

Engineering, Nonconvex Optimization, Stochastic Optimization +7

Nonasymptotic estimates for Stochastic Gradient Langevin Dynamics under local conditions in nonconvex optimization

Ying Zhang, Ömer Deniz Akyıldız, Theo Damoulas et al. · arXiv (Cornell University) · 2019 · 18 citations · Full text

Data Stream, Engineering, Nonconvex Optimization +13