Umut Simsekli
Umut Simsekli
INRIA - École Normale Supérieure
Verified email at inria.fr - Homepage
Title
Cited by
Cited by
Year
Generalised coupled tensor factorisation
K Yılmaz, A Cemgil, U Simsekli
Advances in neural information processing systems 24, 2151-2159, 2011
1092011
A tail-index analysis of stochastic gradient noise in deep neural networks
U Simsekli, L Sagun, M Gurbuzbalaban
arXiv preprint arXiv:1901.06053, 2019
502019
Stochastic Quasi-Newton Langevin Monte Carlo
U Simsekli, R Badeau, AT Cemgil, G Richard
International Conference on Machine Learning, 2016
482016
Alpha-stable matrix factorization
U Şimşekli, A Liutkus, AT Cemgil
IEEE Signal Processing Letters 22 (12), 2289-2293, 2015
402015
Generalized sliced wasserstein distances
S Kolouri, K Nadjahi, U Simsekli, R Badeau, G Rohde
Advances in Neural Information Processing Systems, 261-272, 2019
362019
Score guided musical source separation using generalized coupled tensor factorization
U Şimşekli, AT Cemgil
2012 Proceedings of the 20th European Signal Processing Conference (EUSIPCO …, 2012
362012
Learning the morphology of brain signals using alpha-stable convolutional sparse coding
M Jas, TD La Tour, U Simsekli, A Gramfort
Advances in Neural Information Processing Systems, 1099-1108, 2017
312017
Automatic music genre classification using bass lines
U Simsekli
2010 20th International Conference on Pattern Recognition, 4137-4140, 2010
262010
Sliced-Wasserstein flows: Nonparametric generative modeling via optimal transport and diffusions
A Liutkus, U Simsekli, S Majewski, A Durmus, FR Stöter
International Conference on Machine Learning, 4104-4113, 2019
252019
Alpha-stable multichannel audio source separation
S Leglaive, U Şimşekli, A Liutkus, R Badeau, G Richard
2017 IEEE International Conference on Acoustics, Speech and Signal …, 2017
252017
Stochastic gradient richardson-romberg markov chain monte carlo
A Durmus, U Simsekli, E Moulines, R Badeau, G Richard
Advances in Neural Information Processing Systems, 2047-2055, 2016
252016
Score guided audio restoration via generalised coupled tensor factorisation
U Şimşekli, YK Yılmaz, AT Cemgil
2012 IEEE International Conference on Acoustics, Speech and Signal …, 2012
232012
Learning the beta-divergence in Tweedie compound Poisson matrix factorization models
U Simsekli, AT Cemgil, YK Yilmaz
International Conference on Machine Learning, 1409-1417, 2013
212013
Speech enhancement with variational autoencoders and alpha-stable distributions
S Leglaive, U Şimşekli, A Liutkus, L Girin, R Horaud
ICASSP 2019-2019 IEEE International Conference on Acoustics, Speech and …, 2019
202019
Fractional Langevin Monte Carlo: Exploring Levy Driven Stochastic Differential Equations for Markov Chain Monte Carlo
U Şimşekli
International Conference on Machine Learning (ICML), 2017
182017
A generative model for non-intrusive load monitoring in commercial buildings
S Henriet, U Şimşekli, B Fuentes, G Richard
Energy and Buildings 177, 268-278, 2018
172018
Bayesian pose graph optimization via bingham distributions and tempered geodesic mcmc
T Birdal, U Simsekli, MO Eken, S Ilic
Advances in Neural Information Processing Systems, 308-319, 2018
172018
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
172013
Real-Time Recognition of Percussive Sounds by a Model-Based Method
J Antti, E Cumhur, C A Taylan
EURASIP Journal on Advances in Signal Processing 2011, 2010
17*2010
Large scale polyphonic music transcription using randomized matrix decompositions
İ An, U Şimşekli, AT Cemgil, L Akarun
2012 Proceedings of the 20th European Signal Processing Conference (EUSIPCO …, 2012
162012
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