Christophe Andrieu

66 papers A* 1A 2Misc 10Journal 32Unranked 19

Year	Rank	Type	Title / Venue / Authors
2025	J	`jnl`	Convergence of a class of gradient-free optimisation schemes when the objective function is noisy, irregular, or both. CoRR Christophe Andrieu, Nicolas Chopin, Ettore Fincato, Mathieu Gerber
2025	J	`jnl`	On the unconventional Hug integrator. CoRR Christophe Andrieu, J. M. Sanz-Serna
2021	J	`jnl`	Comparison of Markov chains via weak Poincaré inequalities with application to pseudo-marginal MCMC. CoRR Christophe Andrieu, Anthony Lee, Sam Power, Andi Q. Wang
2015	J	`jnl`	Introduction to "Particle Metropolis-Hastings using gradient and Hessian information" by J. Dahlin, F. Lindsten, T. Schön. Stat. Comput. Christophe Andrieu
2015	J	`jnl`	Quantitative Convergence Rates for Subgeometric Markov Chains. J. Appl. Probab. Christophe Andrieu, Gersende Fort, Matti Vihola
2014	A*	`conf`	Kernel Adaptive Metropolis-Hastings. ICML Dino Sejdinovic, Heiko Strathmann, Maria Lomeli Garcia, Christophe Andrieu, Arthur Gretton
2014	—	`conf`	Maximum marginal likelihood estimation of the granularity coefficient of a Potts-Markov random field within an MCMC algorithm. SSP Marcelo Pereyra, Nick Whiteley, Christophe Andrieu, Jean-Yves Tourneret
2013	J	`jnl`	Kernel Adaptive Metropolis-Hastings. CoRR Dino Sejdinovic, Maria Lomeli Garcia, Heiko Strathmann, Christophe Andrieu, Arthur Gretton
2013	J	`jnl`	Online Bayesian Inference in Some Time-Frequency Representations of Non-Stationary Processes. IEEE Trans. Signal Process. Richard Geoffrey Everitt, Christophe Andrieu, Manuel Davy
2013	J	`jnl`	Reversible Jump MCMC Simulated Annealing for Neural Networks CoRR Christophe Andrieu, Nando de Freitas, Arnaud Doucet
2010	—	`conf`	Bayesian sequential compressed sensing in sparse dynamical systems. Allerton Dino Sejdinovic, Christophe Andrieu, Robert J. Piechocki
2010	—	`conf`	On Coherent versus Non-Coherent Spectrum Sensing in OFDM Systems. VTC Fall Andreas Müller, Robert J. Piechocki, Justin P. Coon, Christophe Andrieu
2008	J	`jnl`	A tutorial on adaptive MCMC. Stat. Comput. Christophe Andrieu, Johannes Thoms
2008	J	`jnl`	Depth-First and Breadth-First Search Based Multilevel SGA Algorithms for Near Optimal Symbol Detection in MIMO Systems. IEEE Trans. Wirel. Commun. Yugang Jia, Christophe Andrieu, Robert J. Piechocki, Magnus Sandell
2008	J	`jnl`	Tree-Based Reparameterization with Distributional Approximations for Reduced-Complexity MIMO Symbol Detection. IEEE Trans. Wirel. Commun. Cheran M. Vithanage, Josep Soler Garrido, Christophe Andrieu, Robert J. Piechocki
2007	J	`jnl`	Gaussian Approximation Based Mixture Reduction for Joint Channel Estimation and Detection in MIMO Systems. IEEE Trans. Wirel. Commun. Yugang Jia, Christophe Andrieu, Robert J. Piechocki, Magnus Sandell
2007	J	`jnl`	Novel Reduced-State BCJR Algorithms. IEEE Trans. Commun. Cheran M. Vithanage, Christophe Andrieu, Robert J. Piechocki
2006	J	`jnl`	Approximate inference in hidden Markov models using iterative active state selection. IEEE Signal Process. Lett. Cheran M. Vithanage, Christophe Andrieu, Robert J. Piechocki
2006	—	`conf`	On the efficiency of adaptive MCMC algorithms. VALUETOOLS Christophe Andrieu, Yves F. Atchadé
2006	—	`conf`	PDA-BCJR algorithm for Factorial Hidden Markov Models with application to MIMO equalisation. EUSIPCO Robert J. Piechocki, Christophe Andrieu, Magnus Sandell, Joe McGeehan
2006	—	`conf`	Performance of the EP-MBCJR algorithm in time dispersive MIMO office environments. VTC Spring Cheran M. Vithanage, Christophe Andrieu, Robert J. Piechocki, Justin P. Coon
2006	—	`conf`	SGA based symbol detection and EM channel estimation for MIMO systems. VTC Spring Yugang Jia, Christophe Andrieu, Robert J. Piechocki, Magnus Sandell
2005	J	`jnl`	Gaussian approximation based mixture reduction for near optimum detection in MIMO systems. IEEE Commun. Lett. Yugang Jia, Christophe Andrieu, Robert J. Piechocki, Magnus Sandell
2005	—	`conf`	On-Line Parameter Estimation in General State-Space Models. CDC/ECC Christophe Andrieu, Arnaud Doucet, Vladislav Z. B. Tadic
2005	—	`conf`	Stability of Stochastic Approximation under Verifiable Conditions. CDC/ECC Christophe Andrieu, Eric Moulines, Pierre Priouret
2005	J	`jnl`	Stability of Stochastic Approximation under Verifiable Conditions. SIAM J. Control. Optim. Christophe Andrieu, Eric Moulines, Pierre Priouret
2004	—	`conf`	Joint space-time trellis code detection and MIMO equalisation via particle filtering. ISWCS Robert J. Piechocki, Christophe Andrieu, Cheran M. Vithanage, Joseph P. McGeehan
2004	J	`jnl`	Particle methods for change detection, system identification, and control. Proc. IEEE Christophe Andrieu, Arnaud Doucet, Sumeetpal S. Singh, Vladislav Z. B. Tadic
2003	J	`jnl`	An Introduction to MCMC for Machine Learning. Mach. Learn. Christophe Andrieu, Nando de Freitas, Arnaud Doucet, Michael I. Jordan
2003	J	`jnl`	Efficient particle filtering for jump Markov systems. Application to time-varying autoregressions. IEEE Trans. Signal Process. Christophe Andrieu, Manuel Davy, Arnaud Doucet
2003	—	`conf`	Joint blind and semi-blind detection and channel estimation for space-time trellis coded systems. ICASSP (4) Robert J. Piechocki, Christophe Andrieu, Andrew R. Nix, Joseph P. McGeehan
2003	—	`conf`	Monte Carlo Methods for Absolute Beginners. Advanced Lectures on Machine Learning Christophe Andrieu
2003	—	`conf`	Online expectation-maximization type algorithms for parameter estimation in general state space models. ICASSP (6) Christophe Andrieu, Arnaud Doucet
2002	—	`conf`	A particle filtering technique for Jump Markov Systems. EUSIPCO Christophe Andrieu, Manuel Davy, Arnaud Doucet
2002	J	`jnl`	Bayesian curve fitting using MCMC with applications to signal segmentation. IEEE Trans. Signal Process. Elena Punskaya, Christophe Andrieu, Arnaud Doucet, William J. Fitzgerald
2002	Misc	`conf`	Bayesian deconvolution in nuclear spectroscopy using RJMCMC. ICASSP Sirajudeen Gulam Razul, William J. Fitzgerald, Christophe Andrieu
2002	Misc	`conf`	Efficient particle filtering for Jump Markov Systems. ICASSP Christophe Andrieu, Manuel Davy, Arnaud Doucet
2002	J	`jnl`	Particle methods for Bayesian modeling and enhancement of speech signals. IEEE Trans. Speech Audio Process. Jaco Vermaak, Christophe Andrieu, Arnaud Doucet, Simon J. Godsill
2001	J	`jnl`	Bayesian deconvolution of noisy filtered point processes. IEEE Trans. Signal Process. Christophe Andrieu, Eric Barat, Arnaud Doucet
2001	J	`jnl`	Iterative algorithms for state estimation of jump Markov linear systems. IEEE Trans. Signal Process. Arnaud Doucet, Christophe Andrieu
2001	J	`jnl`	Model selection by MCMC computation. Signal Process. Christophe Andrieu, Petar M. Djuric, Arnaud Doucet
2001	J	`jnl`	Optimal Estimation of Amplitude and Phase Modulated Signals. Monte Carlo Methods Appl. Christophe Andrieu, Arnaud Doucet
2001	J	`jnl`	Particle filtering for demodulation in fading channels with non-Gaussian additive noise. IEEE Trans. Commun. Elena Punskaya, Christophe Andrieu, Arnaud Doucet, William J. Fitzgerald
2001	—	`conf`	Rao-Blackwellised Particle Filtering via Data Augmentation. NIPS Christophe Andrieu, Nando de Freitas, Arnaud Doucet
2001	J	`jnl`	Robust Full Bayesian Learning for Radial Basis Networks. Neural Comput. Christophe Andrieu, Nando de Freitas, Arnaud Doucet
2001	—	`ch.`	Sequential Monte Carlo Methods for Neural Networks. Sequential Monte Carlo Methods in Practice Nando de Freitas, Christophe Andrieu, Pedro A. d. F. R. Højen-Sørensen, M. Niranjan, A. Gee
2001	—	`ch.`	Sequential Monte Carlo Methods for Optimal Filtering. Sequential Monte Carlo Methods in Practice Christophe Andrieu, Arnaud Doucet, Elena Punskaya
2000	J	`jnl`	On sequential Monte Carlo sampling methods for Bayesian filtering. Stat. Comput. Arnaud Doucet, Simon J. Godsill, Christophe Andrieu
2000	Misc	`conf`	On-line non-stationary ICA using mixture models. ICASSP A. Ahmed, Christophe Andrieu, Arnaud Doucet, Peter J. W. Rayner
2000	Misc	`conf`	Optimal estimation of non-stationary phase and amplitude processes. ICASSP Christophe Andrieu
2000	A	`conf`	Particle filtering for non-stationary speech modelling and enhancement. INTERSPEECH Jaco Vermaak, Christophe Andrieu, Arnaud Doucet
2000	Misc	`conf`	Particle filters for demodulation of M-ary modulated signals in noisy fading communication channels. ICASSP Elena Punskaya, Christophe Andrieu, Arnaud Doucet, William J. Fitzgerald
2000	A	`conf`	Reversible Jump MCMC Simulated Annealing for Neural Networks. UAI Christophe Andrieu, Nando de Freitas, Arnaud Doucet
2000	Misc	`conf`	Sequential Monte Carlo for model selection and estimation of neural networks. ICASSP Christophe Andrieu, Nando de Freitas
2000	J	`jnl`	Simulated annealing for maximum a Posteriori parameter estimation of hidden Markov models. IEEE Trans. Inf. Theory Christophe Andrieu, Arnaud Doucet
1999	J	`jnl`	A Bayesian approach to harmonic retrieval with clipped data. Signal Process. Christophe Andrieu, Arnaud Doucet
1999	J	`jnl`	An improved method for uniform simulation of stable minimum phase real ARMA (p, q) processes. IEEE Signal Process. Lett. Christophe Andrieu, Arnaud Doucet
1999	Misc	`conf`	Bayesian separation and recovery of convolutively mixed autoregressive sources. ICASSP Simon J. Godsill, Christophe Andrieu
1999	Misc	`conf`	Iterative algorithms for optimal state estimation of jump Markov linear systems. ICASSP Arnaud Doucet, Christophe Andrieu
1999	J	`jnl`	Joint Bayesian model selection and estimation of noisy sinusoids via reversible jump MCMC. IEEE Trans. Signal Process. Christophe Andrieu, Arnaud Doucet
1999	—	`conf`	Robust Full Bayesian Methods for Neural Networks. NIPS Christophe Andrieu, João F. G. de Freitas, Arnaud Doucet
1998	—	`conf`	Efficient stochastic maximum a posteriori estimation for harmonic signals. EUSIPCO Christophe Andrieu, Arnaud Doucet
1998	Misc	`conf`	Joint Bayesian detection and estimation of sinusoids embedded in noise. ICASSP Christophe Andrieu, Arnaud Doucet, Patrick Duvaut
1998	—	`conf`	Robust Bayesian spectral analysis via MCMC sampling. EUSIPCO Arnaud Doucet, Christophe Andrieu
1997	Misc	`conf`	Bayesian estimation and detection of shot noise processes using reversible jumps. ICASSP Christophe Andrieu, Patrick Duvaut
1996	—	`conf`	Bayesian deconvolution of cyclostationary processes based on point processes. EUSIPCO Christophe Andrieu, Patrick Duvaut, Arnaud Doucet