Items where Author is "Alparslan, Barış"
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Article
Alparslan, Barış and Yıldırım, Sinan (2022) Statistic selection and MCMC for differentially private Bayesian estimation. Statistics and Computing, 32 (5). ISSN 0960-3174 (Print) 1573-1375 (Online)
Papers in Conference Proceedings
Alparslan, Barış and Yıldırım, Sinan and Birbil, Ş. İlker (2023) Differentially private distributed Bayesian linear regression with MCMC. In: 40th International Conference on Machine Learning, Honolulu, Hawaii, USA
Thesis
Alparslan, Barış (2023) Monte Carlo Methods For Data Privacy Applications. [Thesis]