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Çağatay Yıldız
Çağatay Yıldız
Verified email at uni-tuebingen.de - Homepage
Title
Cited by
Cited by
Year
ODE2VAE: Deep generative second order ODEs with Bayesian neural networks
C Yildiz, M Heinonen, H Lahdesmaki
Advances in Neural Information Processing Systems 32, 2019
1762019
Learning unknown ODE models with Gaussian processes
M Heinonen, C Yildiz, H Mannerström, J Intosalmi, H Lähdesmäki
International conference on machine learning, 1959-1968, 2018
782018
Continuous-time model-based reinforcement learning
C Yildiz, M Heinonen, H Lähdesmäki
International Conference on Machine Learning, 12009-12018, 2021
472021
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
462018
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
352018
Asynchronous stochastic quasi-Newton MCMC for non-convex optimization
U Simsekli, C Yildiz, TH Nguyen, T Cemgil, G Richard
International Conference on Machine Learning, 4674-4683, 2018
28*2018
Variational multiple shooting for Bayesian ODEs with Gaussian processes
P Hegde, Ç Yıldız, H Lähdesmäki, S Kaski, M Heinonen
Uncertainty in Artificial Intelligence, 790-799, 2022
24*2022
Learning interacting dynamical systems with latent Gaussian process ODEs
Ç Yıldız, M Kandemir, B Rakitsch
Advances in Neural Information Processing Systems 35, 9188-9200, 2022
92022
Latent neural ODEs with sparse bayesian multiple shooting
V Iakovlev, C Yildiz, M Heinonen, H Lähdesmäki
International Conference on Learning Representations 2023, 2023
72023
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
72016
A real-time SIP network simulation and monitoring system
Ç Yıldız, B Kurt, TY Ceritli, B Sankur, AT Cemgil
SoftwareX 8, 21-25, 2018
62018
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
62016
Modulated Neural ODEs
IA Auzina, C Yildiz, S Magliacane, M Bethge, E Gavves
Advances in Neural Information Processing Systems 36, 2023
1*2023
Latent GP-ODEs with Informative Priors
IA Auzina, C Yildiz, E Gavves
A causal view on dynamical systems, NeurIPS 2022 workshop, 2022
12022
A Nonparametric Spatio-temporal SDE Model
C Yildiz, M Heinonen, H Lähdesmäki
12018
Change Point Detection for Monitoring SIP Networks
Ç Yıldız, M Semerci, TY Ceritli, B Kurt, AT Cemgil, B Sankur
European Conference on Networks and Communications, 2016
12016
A dictionary learning based anomaly detection method for network traffic data
TY Ceritli, B EDU, B Kurt, C Yıldız, B ülent Sankur, AT Cemgil
Proc. Int. Conf. Mach. Learn. Workshop Anomaly Detect., 2016
12016
Disentangled Continual Learning: Separating Memory Edits from Model Updates
S Dziadzio, Ç Yıldız, GM van de Ven, T Trzciński, T Tuytelaars, M Bethge
arXiv preprint arXiv:2312.16731, 2023
2023
Differential Equations for Machine Learning
Ç Yıldız
Aalto University, 2022
2022
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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