Items where Author is "Yıldırım, Sinan"

Article

Kuru, Nurdan and Birbil, Ş. İlker and Gürbüzbalaban, Mert and Yıldırım, Sinan (2022) Differentially private accelerated optimization algorithms. SIAM Journal on Optimization, 32 (2). pp. 795-821. ISSN 1052-6234 (Print) 1095-7189 (Online)

Abdennebi, Anes and Elakaş, Anıl and Taşyaran, Fatih and Öztürk, Erdinç and Kaya, Kamer and Yıldırım, Sinan (2021) Machine learning-based load distribution and balancing in heterogeneous database management systems. Concurrency and Computation: Practice and Experience . ISSN 1532-0626 (Print) 1532-0634 (Online) Published Online First http://dx.doi.org/10.1002/cpe.6641

Aghaei, Vahid Tavakol and Ağababaoğlu, Arda and Yıldırım, Sinan and Onat, Ahmet (2021) A real-world application of Markov chain Monte Carlo method for Bayesian trajectory control of a robotic manipulator. ISA Transactions . ISSN 0019-0578 Published Online First http://dx.doi.org/10.1016/j.isatra.2021.06.010

Yıldırım, Sinan and Kurutmaz, M. Burak and Barsbey, Melih and Şimşekli, Umut and Cemgil, A. Taylan (2021) Bayesian allocation model: marginal likelihood-based model selection for count tensors. IEEE Journal of Selected Topics in Signal Processing, 15 (3). pp. 560-573. ISSN 1932-4553 (Print) 1941-0484 (Online)

Erdil, Ertunç and Yıldırım, Sinan and Taşdizen, Tolga and Çetin, Müjdat (2019) Pseudo-marginal MCMC sampling for image segmentation using nonparametric shape priors. IEEE Transactions on Image Processing . ISSN 1057-7149 (Print) 1941-0042 (Online) Published Online First http://dx.doi.org/10.1109/TIP.2019.2922071

Yıldırım, Sinan and Ermiş, Beyza (2019) Exact MCMC with differentially private moves: revisiting the penalty algorithm in a data privacy framework. Statistics and Computing . ISSN 0960-3174 (Print) 1573-1375 (Online) Published Online First http://dx.doi.org/10.1007/s11222-018-9847-x

Tavakol Aghaei, Vahid and Onat, Ahmet and Yıldırım, Sinan (2018) A Markov chain Monte Carlo algorithm for Bayesian policy search. Systems Science and Control Engineering, 6 (1). pp. 438-455. ISSN 2164-2583

Papers in Conference Proceedings

Erdil, Ertunç and Yıldırım, Sinan and Çetin, Müjdat and Taşdizen, Tolga (2016) MCMC shape sampling for image segmentation with nonparametric shape priors. In: 29th IEEE Conference on Computer Vision and Pattern Recognition Workshops (CVPRW), Las Vegas, Nevada, USA

Working Paper / Technical Report

Yıldırım, Sinan and Andrieu, Christophe and Doucet, Arnaud (2015) Efficient estimation of likelihood ratios in state-space models–application to scalable exact approximations of MCMCs. [Working Paper / Technical Report] Sabanci University ID:UNSPECIFIED

Andrieu, Christophe and Doucet, Arnaud and Yıldırım, Sinan (2015) On the usefulness of asymmetric acceptance ratio Metropolis-Hastings update. [Working Paper / Technical Report] Sabanci University ID:UNSPECIFIED