Cagatay Yildiz
Cagatay Yildiz
Verified email at aalto.fi - Homepage
TitleCited byYear
Asynchronous stochastic quasi-Newton MCMC for non-convex optimization
U Şimşekli, Ç Yıldız, TH Nguyen, G Richard, AT Cemgil
arXiv preprint arXiv:1806.02617, 2018
72018
A Bayesian change point model for detecting SIP-based DDoS attacks
B Kurt, Ç Yıldız, TY Ceritli, B Sankur, AT Cemgil
Digital Signal Processing 77, 48-62, 2018
62018
Learning unknown ODE models with Gaussian processes
M Heinonen, C Yildiz, H Mannerström, J Intosalmi, H Lähdesmäki
arXiv preprint arXiv:1803.04303, 2018
42018
A probabilistic SIP network simulation system
B Kurt, Ç Yıldız, TY Ceritli, M Yamaç, M Semerci, B Sankur, AT Cemgil
2016 24th Signal Processing and Communication Application Conference (SIU …, 2016
42016
Learning stochastic differential equations with gaussian processes without gradient matching
C Yildiz, M Heinonen, J Intosalmi, H Mannerstrom, H Lahdesmaki
2018 IEEE 28th International Workshop on Machine Learning for Signal …, 2018
32018
Attack detection in VOIP networks using Bayesian multiple change-point models
Ç Yıldız, TY Ceritli, B Kurt, B Sankur, AT Cemgil
2016 24th Signal Processing and Communication Application Conference (SIU …, 2016
22016
A Nonparametric Spatio-temporal SDE Model
C Yildiz, M Heinonen, H Lähdesmäki
12018
A real-time SIP network simulation and monitoring system
Ç Yıldız, B Kurt, TY Ceritli, B Sankur, AT Cemgil
SoftwareX 8, 21-25, 2018
12018
ODEVAE: Deep generative second order ODEs with Bayesian neural networks
Ç Yıldız, M Heinonen, H Lähdesmäki
arXiv preprint arXiv:1905.10994, 2019
2019
A Bayesian change point model for epileptic seizure detection
Ç Yıldız, HO Bingöl, G İrim-Çelik, B Aktekin, C Aykut-Bingöl
2017 25th Signal Processing and Communications Applications Conference (SIU …, 2017
2017
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