Efficient block sampling strategies for sequential Monte Carlo methods A Doucet, M Briers, S Sénécal Journal of Computational and Graphical Statistics 15 (3), 693-711, 2006 | 218 | 2006 |
Forward event-chain Monte Carlo: Fast sampling by randomness control in irreversible Markov chains M Michel, A Durmus, S Sénécal Journal of Computational and Graphical Statistics 29 (4), 689-702, 2020 | 27 | 2020 |
Bayesian separation of discrete sources via Gibbs sampling S Senecal, PO Amblard Proceedings of International Conference on Independent Component Analysis …, 2000 | 19 | 2000 |
Analytical Performance Model for Poisson Wireless Networks with Pathloss and Shadowing Propagation JM Kelif, S Senecal, M Coupechoux, C Bridon IEEE GLOBECOM (WONC Workshop), 2014 | 18 | 2014 |
Particle Filtering Equalization Method for a Satellite Communication Channel S Sénécal, PO Amblard, L Cavazzana Journal on Applied Signal Processing 2004 (Special Issue on Part. Filt. in …, 2004 | 17 | 2004 |
Forward Event-Chain Monte Carlo: a general rejection-free and irreversible Markov chain simulation method M Michel, S Sénécal arXiv preprint arXiv:1702.08397, 2017 | 13 | 2017 |
MCMC methods for discrete source separation S Senecal, PO Amblard AIP Conference Proceedings 568 (1), 350-360, 2001 | 12 | 2001 |
K-means and adaptive k-means algorithms for clustering dns traffic Q Xu, D Migault, S Francfort 5th International ICST Conference on Performance Evaluation Methodologies …, 2012 | 11 | 2012 |
Impact of transmitting power on femto cells performance and coverage in heterogeneous wireless networks JM Kelif, W Diego, S Senecal 2012 IEEE Wireless Communications and Networking Conference (WCNC), 2996-3001, 2012 | 11 | 2012 |
Space alternating data augmentation: Application to finite mixture of gaussians and speaker recognition A Doucet, S Sénécal, T Matsui Proceedings.(ICASSP'05). IEEE International Conference on Acoustics, Speech …, 2005 | 10 | 2005 |
Enhancing LTE with cloud-RAN and load-controlled parasitic antenna arrays M Artuso, D Boviz, A Checko, HL Christiansen, B Clerckx, L Cottatellucci, ... IEEE Communications Magazine 54 (12), 183-191, 2016 | 9 | 2016 |
Dga bot detection with time series decision trees A Bonneton, D Migault, S Senecal, N Kheir 2015 4th International Workshop on Building Analysis Datasets and Gathering …, 2015 | 9 | 2015 |
Impact of Small Cells Location on Performance and QoS of Heterogeneous Cellular Networks JM Kelif, S Senecal, M Coupechoux IEEE PIMRC, 2013 | 9 | 2013 |
Fixed-lag Sequential Monte Carlo A Doucet, S Sénécal EURASIP EUSIPCO, 2004 | 9 | 2004 |
Quality of Service and Performance Evaluation: A Fluid Approach for Poisson Wireless Networks JM Kelif, S Senecal, C Bridon, M Coupechoux IEEE Networks of Future (NOF), 2014 | 8* | 2014 |
Méthodes de simulation Monte-Carlo par chaînes de Markov pour l'estimation Bayésienne de modèles. Applications en séparation de sources et en égalisation S Sénécal Institut National Polytechnique de Grenoble, 2002 | 8* | 2002 |
A bi-objective mixed integer linear program for load balancing dns (sec) requests S Francfort, D Migault, S Sénécal Proc. of DNS EASY, 2011 | 5 | 2011 |
Blind equalization of a nonlinear satellite system using MCMC simulation methods S Sénécal, PO Amblard EURASIP Journal on Advances in Signal Processing 2002, 1-12, 2002 | 5 | 2002 |
QoS monitoring model of registration procedure for IMS platform J Balcerzak, G Tyszka, S Senecal 16th International IEEE Symposium on Telecommunications Network Strategy and …, 2014 | 4 | 2014 |
The association problem in wireless networks: a Policy Gradient Reinforcement Learning approach R Combes, IE Bouloumi, S Senecal, Z Altman arXiv preprint arXiv:1306.2554, 2013 | 4 | 2013 |