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Deniz Akyildiz
Deniz Akyildiz
Other namesÖ. Deniz Akyildiz, Ömer Deniz Akyildiz
Verified email at imperial.ac.uk - Homepage
Title
Cited by
Cited by
Year
Nonasymptotic estimates for Stochastic Gradient Langevin Dynamics under local conditions in nonconvex optimization
Y Zhang, ÖD Akyildiz, T Damoulas, S Sabanis
arXiv preprint arXiv:1910.02008, 2019
232019
Nudging the particle filter
ÖD Akyildiz, J Míguez
Statistics and Computing 30 (2), 305-330, 2020
222020
Primal-dual algorithms for audio decomposition using mixed norms
I Bayram, ÖD Akyıldız
Signal, Image and Video Processing 8 (1), 95-110, 2014
192014
Convergence rates for optimised adaptive importance samplers
ÖD Akyildiz, J Míguez
Statistics and Computing 31 (2), 1-17, 2021
162021
Nonasymptotic analysis of Stochastic Gradient Hamiltonian Monte Carlo under local conditions for nonconvex optimization
ÖD Akyildiz, S Sabanis
arXiv preprint arXiv:2002.05465, 2020
122020
VarGrad: a low-variance gradient estimator for variational inference
L Richter, A Boustati, N Nüsken, FJR Ruiz, ÖD Akyildiz
Advances in Neural Information Processing Systems 33, 2020
102020
Generalized Bayesian Filtering via Sequential Monte Carlo
A Boustati, ÖD Akyildiz, T Damoulas, AM Johansen
Advances in Neural Information Processing Systems 33, 2020
92020
The incremental proximal method: A probabilistic perspective
ÖD Akyildiz, V Elvira, J Míguez
2018 IEEE International Conference on Acoustics, Speech and Signal …, 2018
72018
Parallel sequential Monte Carlo for stochastic gradient-free nonconvex optimization
ÖD Akyildiz, D Crisan, J Míguez
Statistics and Computing 30 (6), 1645-1663, 2020
5*2020
Adaptive noisy importance sampling for stochastic optimization
OD Akyildiz, IP Marino, J Míguez
2017 IEEE 7th International Workshop on Computational Advances in Multi …, 2017
52017
A probabilistic incremental proximal gradient method
ÖD Akyildiz, E Chouzenoux, V Elvira, J Míguez
IEEE Signal Processing Letters 26 (8), 1257-1261, 2019
42019
A probabilistic interpretation of replicator-mutator dynamics
ÖD Akyıldız
arXiv preprint arXiv:1712.07879, 2017
4*2017
Online matrix factorization via Broyden updates
ÖD Akyıldız
arXiv preprint arXiv:1506.04389, 2015
32015
Dictionary filtering: a probabilistic approach to online matrix factorisation
ÖD Akyildiz, J Míguez
Signal, Image and Video Processing 13 (4), 737-744, 2019
22019
Global convergence of optimized adaptive importance samplers
ÖD Akyildiz
arXiv preprint arXiv:2201.00409, 2022
12022
Statistical Finite Elements via Langevin Dynamics
ÖD Akyildiz, C Duffin, S Sabanis, M Girolami
arXiv preprint arXiv:2110.11131, 2021
12021
Probabilistic sequential matrix factorization
OD Akyildiz, G van den Burg, T Damoulas, M Steel
International Conference on Artificial Intelligence and Statistics, 3484-3492, 2021
12021
Sequential and adaptive Bayesian computation for inference and optimization
OD Akyildiz
PhD thesis, Universidad Carlos III de Madrid, 2019
12019
An EM algorithm for learning in controlled linear dynamical systems
OD Akyıldız
12013
An analysis prior based decomposition method for audio signals
O Deniz Akyildiz, I Bayram
Signal Processing Conference (EUSIPCO), 2012 Proceedings of the 20th …, 2012
1*2012
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Articles 1–20