Accéder directement au contenu

Roland Badeau

12
Documents

Présentation

Publications

umut-simsekli
Image document

Fast Approximation of the Sliced-Wasserstein Distance Using Concentration of Random Projections

Kimia Nadjahi , Alain Durmus , Pierre E. Jacob , Roland Badeau , Umut Şimşekli
35th Conference on Neural Information Processing Systems (NeurIPS 2021), Dec 2021, En ligne, France
Communication dans un congrès hal-03494781v1

Approximate Bayesian computation with the sliced-Wasserstein distance

Kimia Nadjahi , Valentin de Bortoli , Alain Durmus , Roland Badeau , Umut Şimşekli
45th International Conference on Acoustics, Speech, and Signal Processing, May 2020, Barcelona, Spain. ⟨10.1109/icassp40776.2020.9054735⟩
Communication dans un congrès hal-02457063v1
Image document

Generalized Sliced Wasserstein Distances

Soheil Kolouri , Kimia Nadjahi , Umut Şimşekli , Roland Badeau , Gustavo K. Rohde
NeurIPS 2019, Dec 2019, Vancouver, Canada
Communication dans un congrès hal-02280948v1

Asymptotic Guarantees for Learning Generative Models with the Sliced-Wasserstein Distance

Kimia Nadjahi , Alain Durmus , Umut Şimşekli , Roland Badeau
NeurIPS 2019, Dec 2019, Vancouver, Canada
Communication dans un congrès hal-02280944v1
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
Image document

Multichannel Audio Modeling with Elliptically Stable Tensor Decomposition

Mathieu Fontaine , Fabian-Robert Stöter , Antoine Liutkus , Umut Şimşekli , Romain Serizel
LVA/ICA 2018 - 14th International Conference on Latent Variable Analysis and Signal Separation, Jul 2018, Surrey, United Kingdom. pp.13-23, ⟨10.1007/978-3-319-93764-9_2⟩
Communication dans un congrès lirmm-01766795v1
Image document

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
Image document

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
Image document

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
Image document

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
Image document

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