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Roland Badeau

6
Documents

Présentation

Publications

umut-simsekli
"umut-simsekli"
"gael-richard"
Image document

Alpha-stable low-rank plus residual decomposition for speech enhancement

Umut Şimşekli , Halil Erdogan , Simon Leglaive , Antoine Liutkus , Roland Badeau
ICASSP: International Conference on Acoustics, Speech, and Signal Processing, Apr 2018, Calgary, Canada. pp.651-655, ⟨10.1109/ICASSP.2018.8461539⟩
Communication dans un congrès hal-01714909v1
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Alpha-Stable Multichannel Audio Source Separation

Simon Leglaive , Umut Şimşekli , Antoine Liutkus , Roland Badeau , Gael Richard
42nd International Conference on Acoustics, Speech and Signal Processing (ICASSP), IEEE, Mar 2017, New Orleans, United States
Communication dans un congrès hal-01416366v1
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Parallelized Stochastic Gradient Markov Chain Monte Carlo Algorithms for Non-Negative Matrix Factorization

Umut Şimşekli , Alain Durmus , Roland Badeau , Gael Richard , Éric Moulines
42nd International Conference on Acoustics, Speech and Signal Processing (ICASSP), IEEE, Mar 2017, New Orleans, United States
Communication dans un congrès hal-01416357v1
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Stochastic Quasi-Newton Langevin Monte Carlo

Umut Şimşekli , Roland Badeau , Taylan Cemgil , Gael Richard
International Conference on Machine Learning (ICML), Jun 2016, New York, NY, United States
Communication dans un congrès hal-01306596v1
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Stochastic thermodynamic integration: efficient Bayesian model selection via stochastic gradient MCMC

Umut Şimşekli , Roland Badeau , Gael Richard , Ali Taylan Cemgil
41st International Conference on Acoustics, Speech and Signal Processing (ICASSP), 2016, Shanghai, China
Communication dans un congrès hal-01248011v1
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Stochastic Gradient Richardson-Romberg Markov Chain Monte Carlo

Alain Durmus , Umut Şimşekli , Éric Moulines , Roland Badeau , Gael Richard
Thirtieth Annual Conference on Neural Information Processing Systems (NIPS), Dec 2016, Barcelone, Spain
Communication dans un congrès hal-01354064v1