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Sinan Yıldırım
Sinan Yıldırım
Other namesSinan Yildirim
Verified email at sabanciuniv.edu - Homepage
Title
Cited by
Cited by
Year
An online expectation–maximization algorithm for changepoint models
S Yildirim, SS Singh, A Doucet
Journal of Computational and Graphical Statistics 22 (4), 906-926, 2013
502013
Parameter estimation in hidden Markov models with intractable likelihoods using sequential Monte Carlo
S Yıldırım, SS Singh, T Dean, A Jasra
Journal of Computational and Graphical Statistics 24 (3), 846-865, 2015
332015
Bayesian tracking and parameter learning for non-linear multiple target tracking models
L Jiang, SS Singh, S Yıldırım
IEEE Transactions on Signal Processing 63 (21), 5733-5745, 2015
252015
On the utility of Metropolis-Hastings with asymmetric acceptance ratio
C Andrieu, A Doucet, S Yıldırım, N Chopin
arXiv preprint arXiv:1803.09527, 2018
212018
MCMC shape sampling for image segmentation with nonparametric shape priors
E Erdil, S Yildirim, M Cetin, T Tasdizen
Proceedings of the IEEE Conference on Computer Vision and Pattern …, 2016
212016
A Bayesian deconvolution approach for receiver function analysis
S Yildirim, AT Cemgil, M Aktar, Y Ozakin, A Ertuzun
IEEE Transactions on Geoscience and Remote Sensing 48 (12), 4151-4163, 2010
202010
Calibrating the Gaussian multi-target tracking model
S Yıldırım, L Jiang, SS Singh, TA Dean
Statistics and Computing 25 (3), 595-608, 2015
162015
Exact MCMC with differentially private moves
S Yıldırım, B Ermiş
Statistics and Computing 29 (5), 947-963, 2019
82019
A hybrid method for deconvolution of Bernoulli-Gaussian processes
S Yildirim, AT Cemgil, AB Ertuzun
2009 IEEE International Conference on Acoustics, Speech and Signal …, 2009
82009
Estimation of time-varying AR SαS processes using Gibbs sampling
D Gençağa, EE Kuruoğlu, A Ertüzün, S Yıldırım
Signal Processing 88 (10), 2564-2572, 2008
82008
Bayesian Allocation Model: Marginal Likelihood-Based Model Selection for Count Tensors
S Yıldırım, MB Kurutmaz, M Barsbey, U Şimşekli, AT Cemgil
IEEE Journal of Selected Topics in Signal Processing 15 (3), 560-573, 2020
7*2020
Pseudo-Marginal MCMC Sampling for Image Segmentation Using Nonparametric Shape Priors
E Erdil, S Yildirim, T Tasdizen, M Cetin
IEEE Transactions on Image Processing 28 (11), 5702-5715, 2019
6*2019
A Markov chain Monte Carlo algorithm for Bayesian policy search
V Tavakol Aghaei, A Onat, S Yıldırım
Systems Science & Control Engineering 6 (1), 438-455, 2018
62018
A Monte Carlo expectation maximisation algorithm for multiple target tracking
S Yildirim, SS Singh, T Dean, L Jiang
2012 15th International Conference on Information Fusion, 2094-2101, 2012
62012
An online expectation-maximisation algorithm for nonnegative matrix factorisation models
S Yildirim, AT Cemgil, SS Singh
IFAC Proceedings Volumes 45 (16), 494-499, 2012
62012
Differentially private accelerated optimization algorithms
N Kuru, S İlker Birbil, M Gurbuzbalaban, S Yildirim
SIAM Journal on Optimization 32 (2), 795-821, 2022
52022
Scalable Monte Carlo inference for state-space models
S Yıldırım, C Andrieu, A Doucet
arXiv preprint arXiv:1809.02527, 2018
52018
Metropolis-Hastings with Averaged Acceptance Ratios
C Andrieu, S Yıldırım, A Doucet, N Chopin
arXiv preprint arXiv:2101.01253, 2020
42020
Single channel music and speech separation using non-negative matrix factorization
S Yildirim, M Saraclar
2009 IEEE 17th Signal Processing and Communications Applications Conference …, 2009
42009
Machine learning‐based load distribution and balancing in heterogeneous database management systems
A Abdennebi, A Elakaş, F Taşyaran, E Öztürk, K Kaya, S Yıldırım
Concurrency and Computation: Practice and Experience 34 (4), e6641, 2022
32022
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Articles 1–20