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An Indoor Localization Dataset and Data Collection Framework with High Precision Position Annotation


Sep 06, 2022
F. Serhan Daniş, A. Teoman Naskali, A. Taylan Cemgil, Cem Ersoy

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* F. Serhan Dani\c{s}, A. Teoman Naskali, A. Taylan Cemgil, Cem Ersoy, "An indoor localization dataset and data collection framework with high precision position annotation", Pervasive and Mobile Computing, Volume 81, 101554, 2022 
* 30 pages 

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Autoencoding Variational Autoencoder


Dec 07, 2020
A. Taylan Cemgil, Sumedh Ghaisas, Krishnamurthy Dvijotham, Sven Gowal, Pushmeet Kohli

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* Neurips 2020 

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Asynchronous Stochastic Quasi-Newton MCMC for Non-Convex Optimization


Jun 07, 2018
Umut Şimşekli, Çağatay Yıldız, Thanh Huy Nguyen, Gaël Richard, A. Taylan Cemgil

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* Published in the International Conference on Machine Learning (ICML 2018) 

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HAMSI: A Parallel Incremental Optimization Algorithm Using Quadratic Approximations for Solving Partially Separable Problems


Aug 04, 2017
Kamer Kaya, Figen Öztoprak, Ş. İlker Birbil, A. Taylan Cemgil, Umut Şimşekli, Nurdan Kuru, Hazal Koptagel, M. Kaan Öztürk

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* The software is available at https://github.com/spartensor/hamsi-mf 

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Stochastic Quasi-Newton Langevin Monte Carlo


Dec 12, 2016
Umut Şimşekli, Roland Badeau, A. Taylan Cemgil, Gaël Richard

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* Published in ICML 2016, International Conference on Machine Learning 2016, New York, NY, USA 

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Parallel Stochastic Gradient Markov Chain Monte Carlo for Matrix Factorisation Models


Sep 28, 2015
Umut Şimşekli, Hazal Koptagel, Hakan Güldaş, A. Taylan Cemgil, Figen Öztoprak, Ş. İlker Birbil

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* 10 pages, 6 figures 

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A Bayesian Tensor Factorization Model via Variational Inference for Link Prediction


Sep 29, 2014
Beyza Ermis, A. Taylan Cemgil

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* arXiv admin note: substantial text overlap with arXiv:1409.8083 

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An Online Expectation-Maximisation Algorithm for Nonnegative Matrix Factorisation Models


Jan 11, 2014
Sinan Yildirim, A. Taylan Cemgil, Sumeetpal S. Singh

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* 16th IFAC Symposium on System Identification, 2012, Volume 16, Part 1, 
* 6 pages, 3 figures 

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Alpha/Beta Divergences and Tweedie Models


Sep 19, 2012
Y. Kenan Yilmaz, A. Taylan Cemgil

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Link Prediction via Generalized Coupled Tensor Factorisation


Aug 30, 2012
Beyza Ermiş, Evrim Acar, A. Taylan Cemgil

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