Sinan Yildirim

According to our database, Sinan Yildirim authored at least 25 papers between 2008 and 2024.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2024

21st century digital skills of higher education students during Covid-19 - is it possible to enhance digital skills of higher education students through E-Learning?

Mjellma Carabregu-Vokshi, Gokcen Ogruk-Maz, Sinan Yildirim, But Dedaj, Adelina Zeqiri

Educ. Inf. Technol., January, 2024

Differentially private online Bayesian estimation with adaptive truncation.

Sinan Yildirim

Turkish J. Electr. Eng. Comput. Sci., 2024

Differential Privacy of Noisy (S)GD under Heavy-Tailed Perturbations.

Umut Simsekli, Mert Gürbüzbalaban, Sinan Yildirim, Lingjiong Zhu

CoRR, 2024

2023

Differentially Private Distributed Bayesian Linear Regression with MCMC.

Baris Alparslan, Sinan Yildirim, S. Ilker Birbil

Proceedings of the International Conference on Machine Learning, 2023

2022

Differentially Private Accelerated Optimization Algorithms.

Nurdan Kuru, S. Ilker Birbil, Mert Gürbüzbalaban, Sinan Yildirim

SIAM J. Optim., 2022

Statistic selection and MCMC for differentially private Bayesian estimation.

Baris Alparslan, Sinan Yildirim

Stat. Comput., 2022

Energy Optimization of Wind Turbines via a Neural Control Policy Based on Reinforcement Learning Markov Chain Monte Carlo Algorithm.

Vahid Tavakol Aghaei, Arda Agababaoglu, Peiman Naseradinmousavi, Sinan Yildirim, Serhat Yesilyurt, Ahmet Onat

CoRR, 2022

Machine learning-based load distribution and balancing in heterogeneous database management systems.

Anes Abdennebi, Anil Elakas, Fatih Tasyaran, Erdinç Öztürk, Kamer Kaya, Sinan Yildirim

Concurr. Comput. Pract. Exp., 2022

2021

Bayesian Allocation Model: Marginal Likelihood-Based Model Selection for Count Tensors.

Sinan Yildirim, M. Burak Kurutmaz, Melih Barsbey, Umut Simsekli, A. Taylan Cemgil

IEEE J. Sel. Top. Signal Process., 2021

Learning with Subset Stacking.

S. Ilker Birbil, Sinan Yildirim, Kaya Gokalp, M. Hakan Akyüz

CoRR, 2021

2020

Differentially Private Frequency Sketches for Intermittent Queries on Large Data Streams.

Sinan Yildirim, Kamer Kaya, Soner Aydin, Hakan Bugra Erentug

Proceedings of the 2020 IEEE International Conference on Big Data (IEEE BigData 2020), 2020

2019

Pseudo-Marginal MCMC Sampling for Image Segmentation Using Nonparametric Shape Priors.

Ertunc Erdil, Sinan Yildirim, Tolga Tasdizen, Müjdat Çetin

IEEE Trans. Image Process., 2019

Exact MCMC with differentially private moves - Revisiting the penalty algorithm in a data privacy framework.

Sinan Yildirim, Beyza Ermis

Stat. Comput., 2019

Bayesian Allocation Model: Inference by Sequential Monte Carlo for Nonnegative Tensor Factorizations and Topic Models using Polya Urns.

Ali Taylan Cemgil, Mehmet Burak Kurutmaz, Sinan Yildirim, Melih Barsbey, Umut Simsekli

CoRR, 2019

Bayesian Learning for Policy Search in Trajectory Control of a Planar Manipulator.

Vahid Tavakol Aghaei, Arda Agababaoglu, Ahmet Onat, Sinan Yildirim

Proceedings of the IEEE 9th Annual Computing and Communication Workshop and Conference, 2019

2018

Image Segmentation with Pseudo-marginal MCMC Sampling and Nonparametric Shape Priors.

Ertunc Erdil, Sinan Yildirim, Tolga Tasdizen, Müjdat Çetin

CoRR, 2018

2016

MCMC Shape Sampling for Image Segmentation with Nonparametric Shape Priors.

Ertunc Erdil, Sinan Yildirim, Müjdat Çetin, Tolga Tasdizen

Proceedings of the 2016 IEEE Conference on Computer Vision and Pattern Recognition, 2016

2015

Bayesian Tracking and Parameter Learning for Non-Linear Multiple Target Tracking Models.

Lan Jiang, Sumeetpal S. Singh, Sinan Yildirim

IEEE Trans. Signal Process., 2015

Calibrating the Gaussian multi-target tracking model.

Sinan Yildirim, Lan Jiang, Sumeetpal S. Singh, Thomas Dean

Stat. Comput., 2015

2014

An Online Expectation-Maximisation Algorithm for Nonnegative Matrix Factorisation Models.

Sinan Yildirim, A. Taylan Cemgil, Sumeetpal S. Singh

CoRR, 2014

A new particle filtering algorithm for multiple target tracking with non-linear observations.

Lan Jiang, Sumeetpal S. Singh, Sinan Yildirim

Proceedings of the 17th International Conference on Information Fusion, 2014

2012

A Monte Carlo expectation maximisation algorithm for multiple target tracking.

Sinan Yildirim, Lan Jiang, Sumeetpal S. Singh, Thomas Dean

Proceedings of the 15th International Conference on Information Fusion, 2012

2010

A Bayesian Deconvolution Approach for Receiver Function Analysis.

Sinan Yildirim, Ali Taylan Cemgil, Mustafa Aktar, Yaman Ozakin, Aysin Ertüzün

IEEE Trans. Geosci. Remote. Sens., 2010

2009

A hybrid method for deconvolution of Bernoulli-Gaussian processes.

Sinan Yildirim, Ali Taylan Cemgil, Aysin Ertüzün

Proceedings of the IEEE International Conference on Acoustics, 2009

2008

Estimation of time-varying AR SalphaS processes using Gibbs sampling.

Deniz Gençaga, Ercan E. Kuruoglu, Aysin Ertüzün, Sinan Yildirim

Signal Process., 2008