Nombre de documents

7

CV de Umut Şimşekli


Communication dans un congrès6 documents

  • Simon Leglaive, Umut Simsekli, Antoine Liutkus, Roland Badeau, Gaël Richard. Alpha-Stable Multichannel Audio Source Separation. 42nd International Conference on Acoustics, Speech and Signal Processing (ICASSP), Mar 2017, New Orleans, United States. 2017, Proc. 42nd International Conference on Acoustics, Speech and Signal Processing (ICASSP). <http://www.ieee-icassp2017.org/>. <hal-01416366>
  • Umut Simsekli, Alain Durmus, Roland Badeau, Gaël Richard, Eric Moulines, et al.. Parallelized Stochastic Gradient Markov Chain Monte Carlo Algorithms for Non-Negative Matrix Factorization. 42nd International Conference on Acoustics, Speech and Signal Processing (ICASSP), Mar 2017, New Orleans, United States. Proc. 42nd International Conference on Acoustics, Speech and Signal Processing (ICASSP). <http://www.ieee-icassp2017.org/>. <hal-01416357>
  • Umut Simsekli, Roland Badeau, Gaël Richard, Ali Taylan Cemgil. Stochastic thermodynamic integration: efficient Bayesian model selection via stochastic gradient MCMC. 41st International Conference on Acoustics, Speech and Signal Processing (ICASSP), 2016, Shanghai, China. IEEE, 2016. <hal-01248011>
  • Umut Simsekli, Roland Badeau, Taylan Cemgil, Gaël Richard. Stochastic Quasi-Newton Langevin Monte Carlo. International Conference on Machine Learning (ICML), Jun 2016, New York, NY, United States. International Conference on Machine Learning (ICML), 2016, <http://icml.cc/2016/>. <hal-01306596>
  • Alain Durmus, Umut Simsekli, Eric Moulines, Roland Badeau, Gaël Richard. Stochastic Gradient Richardson-Romberg Markov Chain Monte Carlo. Thirtieth Annual Conference on Neural Information Processing Systems (NIPS), Dec 2016, Barcelone, Spain. Proceedings of the 30th Annual Conference on Neural Information Processing Systems (NIPS), 2016, <https://nips.cc/>. <hal-01354064>
  • Antoine Liutkus, Umut Şimşekli, Taylan Cemgil. Extraction of Temporal Patterns in Multi-rate and Multi-modal Datasets. International Conference on Latent Variable Analysis and Signal Separation (LVA/ICA), Aug 2015, Liberec, Czech Republic. 2015. <hal-01170932>

Article dans une revue1 document

  • Umut Simsekli, Antoine Liutkus, Taylan Cemgil. Alpha-Stable Matrix Factorization. IEEE Signal Processing Letters, Institute of Electrical and Electronics Engineers, 2015, pp.5. <hal-01194354>