Ö Deniz Akyildiz|Deniz Akyildiz, Ömer Deniz Akyildiz, Ömer Deniz Akyıldız

Ö Deniz Akyildiz|Deniz Akyildiz, Ömer Deniz Akyildiz, Ömer Deniz Akyıldız

Imperial College London - London / United Kingdom
Natural Sciences / Mathematical Sciences
AD Scientific Index ID: 4537300
person_outline Ö Deniz Akyildiz|Deniz Akyildiz, Ömer Deniz Akyildiz, Ömer Deniz Akyıldız's MOST POPULAR ARTICLES
1-) Nonasymptotic estimates for Stochastic Gradient Langevin Dynamics under local conditions in nonconvex optimizationY Zhang, ÖD Akyildiz, T Damoulas, S SabanisApplied Mathematics & Optimization 87 (2), 1-41, 2023472023
2-) VarGrad: a low-variance gradient estimator for variational inferenceL Richter, A Boustati, N Nüsken, FJR Ruiz, ÖD AkyildizAdvances in Neural Information Processing Systems 33, 2020352020
3-) Nudging the particle filterÖD Akyildiz, J MíguezStatistics and Computing 30, 305-330, 2020352020
4-) Convergence rates for optimised adaptive importance samplersÖD Akyildiz, J MíguezStatistics and Computing 31, 1-17, 2021342021
5-) Nonasymptotic analysis of Stochastic Gradient Hamiltonian Monte Carlo under local conditions for nonconvex optimizationOD Akyildiz, S SabanisJournal of Machine Learning Research 25 (113), 1-34, 202424*2024