Sinan Yildirim

39 papers A* 2C 2Misc 1Journal 28Unranked 6
YearRankTypeTitle / Venue / Authors
2025 — conf
A Non-Parametric Method Based on Neural Networks and Particle Filtering for Camera Lens Distortion Estimation.
CAMSAP
Younes Boutiyarzist, Sinan Yildirim, Jean-Yves Tourneret, François Vincent, Cheng Cheng, Philippe Salmon
2025 J jnl
A variational Bayesian marginalized particle filter for jump Markov nonlinear systems with unknown measurement noise parameters.
Signal Process.
Cheng Cheng, Jean-Yves Tourneret, Sinan Yildirim
2025 J jnl
Bayesian Frequency Estimation under Local Differential Privacy with an Adaptive Randomized Response Mechanism.
ACM Trans. Knowl. Discov. Data
Soner Aydin, Sinan Yildirim
2025 — conf
MCMC for Bayesian Estimation of Differential Privacy from Membership Inference Attacks.
ECML/PKDD (5)
Ceren Yildirim, Kamer Kaya, Sinan Yildirim, Erkay Savas
2025 J jnl
MCMC for Bayesian estimation of Differential Privacy from Membership Inference Attacks.
CoRR
Ceren Yildirim, Kamer Kaya, Sinan Yildirim, Erkay Savas
2025 — conf
Online Frequency Estimation with Adaptive Locally Differentially Private Mechanisms.
MLSP
Giray Düzel, Sinan Yildirim
2025 J jnl
Rényi Differential Privacy for Heavy-Tailed SDEs via Fractional Poincaré Inequalities.
CoRR
Benjamin Dupuis, Mert Gürbüzbalaban, Umut Simsekli, Jian Wang, Sinan Yildirim, Lingjiong Zhu
2024 J jnl
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.
Mjellma Carabregu-Vokshi, Gokcen Ogruk-Maz, Sinan Yildirim, But Dedaj, Adelina Zeqiri
2024 J jnl
Adaptive Online Bayesian Estimation of Frequency Distributions with Local Differential Privacy.
CoRR
Soner Aydin, Sinan Yildirim
2024 — conf
Auxiliary Particle Filtering with Variational Inference for Jump Markov Systems with Unknown Measurement Noise Covariance.
EUSIPCO
Cheng Cheng, Sinan Yildirim, Jean-Yves Tourneret
2024 J jnl
Differential Privacy of Noisy (S)GD under Heavy-Tailed Perturbations.
CoRR
Umut Simsekli, Mert Gürbüzbalaban, Sinan Yildirim, Lingjiong Zhu
2024 J jnl
Differentially private online Bayesian estimation with adaptive truncation.
Turkish J. Electr. Eng. Comput. Sci.
Sinan Yildirim
2023 A* conf
Differentially Private Distributed Bayesian Linear Regression with MCMC.
ICML
Baris Alparslan, Sinan Yildirim, S. Ilker Birbil
2023 J jnl
Differentially Private Distributed Bayesian Linear Regression with MCMC.
CoRR
Baris Alparslan, Sinan Yildirim, S. Ilker Birbil
2023 J jnl
Differentially Private Online Bayesian Estimation With Adaptive Truncation.
CoRR
Sinan Yildirim
2022 J jnl
Differentially Private Accelerated Optimization Algorithms.
SIAM J. Optim.
Nurdan Kuru, S. Ilker Birbil, Mert Gürbüzbalaban, Sinan Yildirim
2022 J jnl
Energy Optimization of Wind Turbines via a Neural Control Policy Based on Reinforcement Learning Markov Chain Monte Carlo Algorithm.
CoRR
Vahid Tavakol Aghaei, Arda Agababaoglu, Peiman Naseradinmousavi, Sinan Yildirim, Serhat Yesilyurt, Ahmet Onat
2022 J jnl
Machine learning-based load distribution and balancing in heterogeneous database management systems.
Concurr. Comput. Pract. Exp.
Anes Abdennebi, Anil Elakas, Fatih Tasyaran, Erdinç Öztürk, Kamer Kaya, Sinan Yildirim
2022 J jnl
Statistic Selection and MCMC for Differentially Private Bayesian Estimation.
CoRR
Baris Alparslan, Sinan Yildirim
2022 J jnl
Statistic selection and MCMC for differentially private Bayesian estimation.
Stat. Comput.
Baris Alparslan, Sinan Yildirim
2021 J jnl
Bayesian Allocation Model: Marginal Likelihood-Based Model Selection for Count Tensors.
IEEE J. Sel. Top. Signal Process.
Sinan Yildirim, M. Burak Kurutmaz, Melih Barsbey, Umut Simsekli, A. Taylan Cemgil
2021 J jnl
Learning with Subset Stacking.
CoRR
S. Ilker Birbil, Sinan Yildirim, Kaya Gokalp, M. Hakan Akyüz
2020 J jnl
Differentially Private Accelerated Optimization Algorithms.
CoRR
Nurdan Kuru, S. Ilker Birbil, Mert Gürbüzbalaban, Sinan Yildirim
2020 — conf
Differentially Private Frequency Sketches for Intermittent Queries on Large Data Streams.
IEEE BigData
Sinan Yildirim, Kamer Kaya, Soner Aydin, Hakan Bugra Erentug
2019 J jnl
Bayesian Allocation Model: Inference by Sequential Monte Carlo for Nonnegative Tensor Factorizations and Topic Models using Polya Urns.
CoRR
Ali Taylan Cemgil, Mehmet Burak Kurutmaz, Sinan Yildirim, Melih Barsbey, Umut Simsekli
2019 — conf
Bayesian Learning for Policy Search in Trajectory Control of a Planar Manipulator.
CCWC
Vahid Tavakol Aghaei, Arda Agababaoglu, Ahmet Onat, Sinan Yildirim
2019 J jnl
Exact MCMC with differentially private moves - Revisiting the penalty algorithm in a data privacy framework.
Stat. Comput.
Sinan Yildirim, Beyza Ermis
2019 J jnl
Pseudo-Marginal MCMC Sampling for Image Segmentation Using Nonparametric Shape Priors.
IEEE Trans. Image Process.
Ertunc Erdil, Sinan Yildirim, Tolga Tasdizen, Müjdat Çetin
2018 J jnl
Image Segmentation with Pseudo-marginal MCMC Sampling and Nonparametric Shape Priors.
CoRR
Ertunc Erdil, Sinan Yildirim, Tolga Tasdizen, Müjdat Çetin
2016 A* conf
MCMC Shape Sampling for Image Segmentation with Nonparametric Shape Priors.
CVPR
Ertunc Erdil, Sinan Yildirim, Müjdat Çetin, Tolga Tasdizen
2016 J jnl
MCMC Shape Sampling for Image Segmentation with Nonparametric Shape Priors.
CoRR
Ertunc Erdil, Sinan Yildirim, Müjdat Çetin, Tolga Tasdizen
2015 J jnl
Bayesian Tracking and Parameter Learning for Non-Linear Multiple Target Tracking Models.
IEEE Trans. Signal Process.
Lan Jiang, Sumeetpal S. Singh, Sinan Yildirim
2015 J jnl
Calibrating the Gaussian multi-target tracking model.
Stat. Comput.
Sinan Yildirim, Lan Jiang, Sumeetpal S. Singh, Thomas Dean
2014 C conf
A new particle filtering algorithm for multiple target tracking with non-linear observations.
FUSION
Lan Jiang, Sumeetpal S. Singh, Sinan Yildirim
2014 J jnl
An Online Expectation-Maximisation Algorithm for Nonnegative Matrix Factorisation Models.
CoRR
Sinan Yildirim, A. Taylan Cemgil, Sumeetpal S. Singh
2012 C conf
A Monte Carlo expectation maximisation algorithm for multiple target tracking.
FUSION
Sinan Yildirim, Lan Jiang, Sumeetpal S. Singh, Thomas Dean
2010 J jnl
A Bayesian Deconvolution Approach for Receiver Function Analysis.
IEEE Trans. Geosci. Remote. Sens.
Sinan Yildirim, Ali Taylan Cemgil, Mustafa Aktar, Yaman Ozakin, Aysin Ertüzün
2009 Misc conf
A hybrid method for deconvolution of Bernoulli-Gaussian processes.
ICASSP
Sinan Yildirim, Ali Taylan Cemgil, Aysin Ertüzün
2008 J jnl
Estimation of time-varying AR SalphaS processes using Gibbs sampling.
Signal Process.
Deniz Gençaga, Ercan E. Kuruoglu, Aysin Ertüzün, Sinan Yildirim