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Beyza Ermiş
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Link prediction in heterogeneous data via generalized coupled tensor factorization
B Ermiş, E Acar, AT Cemgil
Data Mining and Knowledge Discovery 29 (1), 203-236, 2015
1342015
Link prediction via generalized coupled tensor factorisation
B Ermiş, E Acar, AT Cemgil
arXiv preprint arXiv:1208.6231, 2012
352012
Optimal weight learning for coupled tensor factorization with mixed divergences
U Şimşekli, B Ermiş, AT Cemgil, E Acar
21st European Signal Processing Conference (EUSIPCO 2013), 1-5, 2013
212013
Linear Bandits with Stochastic Delayed Feedback
C Vernade, A Carpentier, T Lattimore, G Zappella, B Ermis, M Brueckner
ICML, 2020
182020
A Bayesian tensor factorization model via variational inference for link prediction
B Ermis, AT Cemgil
arXiv preprint arXiv:1409.8276, 2014
182014
Learning mixed divergences in coupled matrix and tensor factorization models
U Şimşekli, AT Cemgil, B Ermiş
2015 IEEE International Conference on Acoustics, Speech and Signal …, 2015
162015
Contextual Bandits under Delayed Feedback.
C Vernade, A Carpentier, G Zappella, B Ermis, M Brueckner
102018
Iterative Splits of Quadratic Bounds for Scalable Binary Tensor Factorization.
B Ermis, G Bouchard
UAI, 192-199, 2014
92014
Liver CT Annotation via Generalized Coupled Tensor Factorization.
B Ermis, AT Cemgil, NB Marvasti, B Acar
CLEF (Working Notes), 421-427, 2014
82014
Incremental variational inference for latent dirichlet allocation
C Archambeau, B Ermis
arXiv preprint arXiv:1507.05016, 2015
72015
Data Sharing via Differentially Private Coupled Matrix Factorization
B Ermiş, AT Cemgil
ACM Transactions on Knowledge Discovery from Data (TKDD) 14 (3), 1-27, 2020
62020
Generalized coupled symmetric tensor factorization for link prediction
B Ermiş, AT Cemgil, E Acar
2013 21st Signal Processing and Communications Applications Conference (SIU …, 2013
52013
Learning to Rank in the Position Based Model with Bandit Feedback
B Ermis, P Ernst, Y Stein, G Zappella
CIKM, 2405-2412, 2020
42020
Exact MCMC with Differentially Private Moves
Y Sinan, B Ermis
Statistics and Computing 28 (123), 1-17, 2019
4*2019
Differentially Private Dropout
B Ermis, AT Cemgil
https://arxiv.org/pdf/1712.01665.pdf, 2017
42017
Exact MCMC with differentially private moves Revisiting the penalty algorithm in a data privacy framework
S Yildirim, B Ermis
Statistics and Computing 29 (5), 947-963, 2019
32019
Binary tensor factorization
G Bouchard, B Ermis
US Patent App. 14/321,886, 2016
12016
Variational inference for probabilistic latent tensor factorization with kl divergence
B Ermis, YK Yılmaz, AT Cemgil, E Acar
arXiv preprint arXiv:1409.8083, 2014
12014
Memory Efficient Continual Learning for Neural Text Classification
B Ermis, G Zappella, M Wistuba, C Archambeau
arXiv preprint arXiv:2203.04640, 2022
2022
Towards Robust Episodic Meta-Learning
B Ermis, G Zappella, C Archambeau
Uncertainty in Artificial Intelligence (UAI), 2021
2021
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Artikler 1–20