Sinan Yıldırım
Sinan Yıldırım
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Cited by
Cited by
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
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
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
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
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
On the utility of Metropolis-Hastings with asymmetric acceptance ratio
C Andrieu, A Doucet, S Yıldırım, N Chopin
arXiv preprint arXiv:1803.09527, 2018
Calibrating the Gaussian multi-target tracking model
S Yıldırım, L Jiang, SS Singh, TA Dean
Statistics and Computing 25 (3), 595-608, 2015
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
An online expectation-maximisation algorithm for nonnegative matrix factorisation models
S Yildirim, AT Cemgil, SS Singh
IFAC Proceedings Volumes 45 (16), 494-499, 2012
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
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
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
Exact MCMC with differentially private moves
S Yıldırım, B Ermiş
Statistics and Computing 29 (5), 947-963, 2019
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
Bayesian allocation model: Inference by sequential Monte Carlo for nonnegative tensor factorizations and topic models using Pólya urns
AT Cemgil, MB Kurutmaz, S Yildirim, M Barsbey, U Simsekli
arXiv preprint arXiv:1903.04478, 2019
Scalable Monte Carlo inference for state-space models
S Yıldırım, C Andrieu, A Doucet
arXiv preprint arXiv:1809.02527, 2018
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
Differentially Private Accelerated Optimization Algorithms
N Kuru, Şİ Birbil, M Gurbuzbalaban, S Yildirim
arXiv preprint arXiv:2008.01989, 2020
Exact MCMC with differentially private moves Revisiting the penalty algorithm in a data privacy framework
S Yildirim, B Ermis
STATISTICS AND COMPUTING 29 (5), 947-963, 2019
Bayesian Learning for Policy Search in Trajectory Control of a Planar Manipulator
VT Aghaei, A Ağababaoğlu, A Onat, S Yıldırım
2019 IEEE 9th Annual Computing and Communication Workshop and Conference …, 2019
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