Sinan Yildirim
Orcid: 0000-0001-7980-8990
According to our database1,
Sinan Yildirim
authored at least 27 papers
between 2008 and 2024.
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Bibliography
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?
Educ. Inf. Technol., January, 2024
Turkish J. Electr. Eng. Comput. Sci., 2024
Adaptive Online Bayesian Estimation of Frequency Distributions with Local Differential Privacy.
CoRR, 2024
Auxiliary Particle Filtering with Variational Inference for Jump Markov Systems with Unknown Measurement Noise Covariance.
Proceedings of the 32nd European Signal Processing Conference, 2024
2023
Proceedings of the International Conference on Machine Learning, 2023
2022
Stat. Comput., 2022
Energy Optimization of Wind Turbines via a Neural Control Policy Based on Reinforcement Learning Markov Chain Monte Carlo Algorithm.
CoRR, 2022
Machine learning-based load distribution and balancing in heterogeneous database management systems.
Concurr. Comput. Pract. Exp., 2022
2021
Bayesian Allocation Model: Marginal Likelihood-Based Model Selection for Count Tensors.
IEEE J. Sel. Top. Signal Process., 2021
2020
Differentially Private Frequency Sketches for Intermittent Queries on Large Data Streams.
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.
IEEE Trans. Image Process., 2019
Exact MCMC with differentially private moves - Revisiting the penalty algorithm in a data privacy framework.
Stat. Comput., 2019
Bayesian Allocation Model: Inference by Sequential Monte Carlo for Nonnegative Tensor Factorizations and Topic Models using Polya Urns.
CoRR, 2019
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.
CoRR, 2018
2016
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.
IEEE Trans. Signal Process., 2015
2014
An Online Expectation-Maximisation Algorithm for Nonnegative Matrix Factorisation Models.
CoRR, 2014
A new particle filtering algorithm for multiple target tracking with non-linear observations.
Proceedings of the 17th International Conference on Information Fusion, 2014
2012
Proceedings of the 15th International Conference on Information Fusion, 2012
2010
IEEE Trans. Geosci. Remote. Sens., 2010
2009
Proceedings of the IEEE International Conference on Acoustics, 2009
2008
Signal Process., 2008