Professor Christophe Andrieu

M.A.(List.Natnl.Scis.App.Lyon), M.A., Ph.D.(Paris)

  • BS8 1UG

19992019

Research output per year

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Research Output

  • 64 Article (Academic Journal)
  • 28 Conference Contribution (Conference Proceeding)
  • 6 Other contribution
  • 4 Chapter in a book
Article (Academic Journal)

A Bayesian Approach to Harmonic Retrieval with Clipped Data

Andrieu, C. & Doucet, A., 1999, In : Signal Processing. 74, p. 239 - 252 Issue 3.

Research output: Contribution to journalArticle (Academic Journal)

1 Citation (Scopus)

Altered expression pattern of alternatively spliced estrogen receptor beta transcripts in breast carcinoma

Girault, I., Andrieu, C., Tozlu, S., Spyratos, F., Bieche, I. & Lidereau, I., 8 Nov 2004, In : Cancer Letters. 215 (1), p. 101 - 112

Research output: Contribution to journalArticle (Academic Journal)

24 Citations (Scopus)

An Improved Method for Uniform Simulation of Stable Minimum Phase Real ARMA(p,q) Processes

Andrieu, C. & Doucet, A., 1999, In : IEEE Signal Processing Letters. 6, p. 142 - 144

Research output: Contribution to journalArticle (Academic Journal)

7 Citations (Scopus)

An introduction to MCMC for machine learning

Andrieu, C., De Freitas, N., Doucet, A. & Jordan, M. I., Jan 2003, In : Machine Learning. 50, 1-2, p. 5-43 39 p.

Research output: Contribution to journalArticle (Academic Journal)

1233 Citations (Scopus)

Annealed importance sampling reversible jump MCMC algorithms

Karagiannis, G. & Andrieu, C., 2013, In : Journal of Computational and Graphical Statistics. 22, 3, p. 623-648 26 p.

Research output: Contribution to journalArticle (Academic Journal)

18 Citations (Scopus)

A note on convergence of the equi-energy sampler

Andrieu, C., Jasra, A., Doucet, A. & Del Moral, P., Mar 2008, In : Stochastic Analysis and Applications. 26, 2, p. 298-312 15 p.

Research output: Contribution to journalArticle (Academic Journal)

9 Citations (Scopus)

Approximate inference in hidden Markov models using iterative active state selection

Vithanage, CM., Andrieu, C. & Piechocki, RJ., Feb 2006, In : IEEE Signal Processing Letters. 13, 2, p. 65 - 68 4 p.

Research output: Contribution to journalArticle (Academic Journal)

Open Access
File
5 Citations (Scopus)
300 Downloads (Pure)

A tutorial on adaptive MCMC

Andrieu, C. & Thoms, J., Dec 2008, In : Statistics and Computing. 18, issue 4, p. 343 - 373 31 p.

Research output: Contribution to journalArticle (Academic Journal)

333 Citations (Scopus)

Bayesian Blind and Semi-Blind Equalization of Channels with Markov Inputs

Andrieu, C., Doucet, A. & Urien, R., Aug 2001, In : IEE Proceedings - Vision Image & Signal Proceedings. 148 (4), p. 269 - 274 6 p.

Research output: Contribution to journalArticle (Academic Journal)

Bayesian curve fitting using MCMC with applications to signal segmentation

Punskaya, E., Andrieu, C., Doucet, A. & Fitzgerald, WJ., Mar 2002, In : IEEE Transactions on Signal Processing. 50 (3), p. 747 - 758

Research output: Contribution to journalArticle (Academic Journal)

122 Citations (Scopus)

Bayesian Deconvolution of Noisy Filtered Point Processes

Andrieu, C., Barat, E. & Doucet, A., 2001, In : IEEE Transactions on Signal Processing. 49, p. 134 - 146 13 p., no. 1.

Research output: Contribution to journalArticle (Academic Journal)

27 Citations (Scopus)
49 Citations (Scopus)

Coalescence of sessile drops

Andrieu, C., Beysens, DA., Nikolayev, VS. & Pomeau, Y., Feb 2002, In : Journal of Fluid Mechanics. 453, p. 427 - 438

Research output: Contribution to journalArticle (Academic Journal)

103 Citations (Scopus)

Computational advances for and from Bayesian analysis

Andrieu, C., Doucet, A. & Robert, CP., Feb 2004, In : Statistical Science. 19 (1), p. 118 - 127 10 p.

Research output: Contribution to journalArticle (Academic Journal)

29 Citations (Scopus)

Convergence of simulated annealing using Foster-Lyapunov criteria

Andrieu, C., Breyer, LA. & Doucet, A., Dec 2001, In : Journal of Applied Probability. 38 (4), p. 975 - 994 20 p.

Research output: Contribution to journalArticle (Academic Journal)

20 Citations (Scopus)

Convergence of stochastic approxmation for Lyapunov stable dynamics: a proof from first principles

Andrieu, C., Moulines, E. & Volkov, S., 2005, In : Unknown.

Research output: Contribution to journalArticle (Academic Journal)

Convergence properties of pseudo-marginal markov chain monte carlo algorithms

Andrieu, C. & Vihola, M., 1 Apr 2015, In : Annals of Applied Probability. 25, 2, p. 1030-1077 48 p.

Research output: Contribution to journalArticle (Academic Journal)

Open Access
File
29 Citations (Scopus)
268 Downloads (Pure)

Delivery of antisense oligonucleotide to the cornea by iontophoresis

Berdugo, M., Valamanesh, F., Andrieu, C., Klein, C., Benezra, D., Courtois, Y. & Behar-Cohen, F., Apr 2003, In : Antisense and Nucleic Acid Drug Development. 13 (2), p. 107 - 114

Research output: Contribution to journalArticle (Academic Journal)

58 Citations (Scopus)

Depth-first and breadth-first search based multilevel SGA algorithms for near optimal symbol detection in MIMO systems

Jia, Y., Andrieu, C., Piechocki, RJ. & Sandell, M., Mar 2008, In : IEEE Transactions on Wireless Communications. 7, 3, p. 1052 - 1061 10 p.

Research output: Contribution to journalArticle (Academic Journal)

Open Access
File
18 Citations (Scopus)
366 Downloads (Pure)

Efficient particle filtering for jump Markov systems. Application to time-varying autoregressions

Andrieu, C., Davy, M. & Doucet, A., Jul 2003, In : IEEE Transactions on Signal Processing. 51, 7, p. 1762 - 1770 9 p.

Research output: Contribution to journalArticle (Academic Journal)

136 Citations (Scopus)

ERBB2 status and benefit from adjuvant tamoxifen in ER alpha-positive postmenopausal breast carcinoma

Bieche, I., Onody, P., Lerebours, F., Tozlu, S., Hacene, K., Andrieu, C., Vidaud, M., Tubiana-Hulin, M., Spyratos, F. & Lidereau, R., Dec 2001, In : Cancer Letters. 174 (2), p. 173 - 178

Research output: Contribution to journalArticle (Academic Journal)

8 Citations (Scopus)

Establishing some order amongst exact approximations of MCMCs

Andrieu, C. & Vihola, M., 1 Oct 2016, In : Annals of Applied Probability. 26, 5, p. 2661-2696 36 p.

Research output: Contribution to journalArticle (Academic Journal)

Open Access
File
9 Citations (Scopus)
260 Downloads (Pure)

Gaussian approximation based mixture reduction for joint channel estimation and detection in MIMO systems

Jia, Y., Andrieu, C., Piechocki, RJ. & Sandell, M., Jul 2007, In : IEEE Transactions on Wireless Communications. 6, 77, p. 2384 - 2389 6 p.

Research output: Contribution to journalArticle (Academic Journal)

Open Access
File
1 Citation (Scopus)
272 Downloads (Pure)

Gaussian approximation based mixture reduction for near optimum detection in MIMO systems

Jia, Y., Andrieu, C., Piechocki, RJ. & Sandell, M., Nov 2005, In : IEEE Communications Letters. 9, 11, p. 997 - 999 3 p.

Research output: Contribution to journalArticle (Academic Journal)

Open Access
File
49 Citations (Scopus)
313 Downloads (Pure)

Hypocoercivity of Piecewise Deterministic Markov Process-Monte Carlo

Andrieu, C., Durmus, A., Nüsken, N. & Roussel, J., 26 Aug 2018, (Submitted) In : arXiv. 44 p.

Research output: Contribution to journalArticle (Academic Journal)

File
30 Downloads (Pure)

I kappa B kinase beta phosphorylates Dok1 serines in response to TNF, IL-1, or gamma radiation

Lee, SH., Andrieu, C., Saltel, F., Destaing, O., Auclair, J., Pouchkine, V., Michelon, J., Salaun, B., Kobayashi, R., Jurdic, P., Kieff, ED. & Sylla, BS., Dec 2004, In : Proceedings of the National Academy of Sciences of the United States of America. 101 (50), p. 17416 - 17421

Research output: Contribution to journalArticle (Academic Journal)

Iterative algorithms for state estimation of jump Markov linear systems

Doucet, A. & Andrieu, C., Jun 2001, In : IEEE Transactions on Signal Processing. 49 (6), p. 1216 - 1227 12 p.

Research output: Contribution to journalArticle (Academic Journal)

84 Citations (Scopus)

Joint Bayesian Model Selection and Estimation of Noisy Sinusoids via Reversible Jump MCMC

Andrieu, C. & Doucet, A., 1999, In : IEEE Transactions on Signal Processing. 47, p. 2667 - 2676 no. 10.

Research output: Contribution to journalArticle (Academic Journal)

179 Citations (Scopus)
Open Access
File
188 Downloads (Pure)

Model criticism based on likelihood-free inference, with an application to protein network evolution

Ratmann, O., Andrieu, C., Wiuf, C. & Richardson, S., Jun 2009, In : Proceedings of the National Academy of Sciences of the United States of America. 106, 26, p. 10576 - 10581 6 p.

Research output: Contribution to journalArticle (Academic Journal)

89 Citations (Scopus)

Model Selection by MCMC Computation

Andrieu, C., Djuric, PM. & Doucet, A., 2001, In : Signal Processing. 81, p. 19 - 37 19 p., Issue 1.

Research output: Contribution to journalArticle (Academic Journal)

67 Citations (Scopus)

Nanoparticles for gene delivery to retinal pigment epithelial cells

Bejjani, R., BenEzra, D., Cohen, H., Rieger, J., Andrieu, C., Jeanny, JC., Gollomb, G. & Behar-Cohen, F., Feb 2005, In : Molecular Vision. 11 (14), p. 124 - 132

Research output: Contribution to journalArticle (Academic Journal)

156 Citations (Scopus)

Novel reduced-state BCJR algorithms

Vithanage, CM., Andrieu, C. & Piechocki, RJ., Jun 2007, In : IEEE Transactions on Communications. 55, 6, p. 1144 - 1152 9 p.

Research output: Contribution to journalArticle (Academic Journal)

Open Access
File
10 Citations (Scopus)
373 Downloads (Pure)

Online bayesian inference in some time-frequency representations of non-stationary processes

Everitt, R. G., Andrieu, C. & Davy, M., 2013, In : IEEE Transactions on Signal Processing. 61, 22, p. 5755-5766 12 p., 6587847.

Research output: Contribution to journalArticle (Academic Journal)

4 Citations (Scopus)
1 Citation (Scopus)

On nonlinear Markov chain Monte Carlo

Andrieu, C., Jasra, A., Doucet, A. & Del Moral, P., Aug 2011, In : Bernoulli. 17, 3, p. 987-1014 28 p.

Research output: Contribution to journalArticle (Academic Journal)

12 Citations (Scopus)

On random- and systematic-scan samplers

Andrieu, C., Sep 2016, In : Biometrika. 103, 3, p. 719-726 8 p.

Research output: Contribution to journalArticle (Academic Journal)

Open Access
File
2 Citations (Scopus)
237 Downloads (Pure)

On Sequential Monte Carlo Sampling Methods for Bayesian Filtering

Doucet, A., Godsill, SJ. & Andrieu, C., 2000, In : Statistics and Computing. 10, p. 197 - 208 3.

Research output: Contribution to journalArticle (Academic Journal)

3204 Citations (Scopus)

On the efficiency of adaptive MCMC algorithms

Andrieu, C. & Atchadé, Y. F., 12 Oct 2007, In : Electronic Communications in Probability. 12, p. 336-349 14 p.

Research output: Contribution to journalArticle (Academic Journal)

18 Citations (Scopus)

On the Ergodicity Properties of some Adaptive MCMC Algorithms

Andrieu, C. & Moulines, E., Aug 2006, In : Annals of Applied Probability. 16 (3), p. 1462 - 1505 44 p.

Research output: Contribution to journalArticle (Academic Journal)

141 Citations (Scopus)
3 Citations (Scopus)

On the utility of Metropolis-Hastings with asymmetric acceptance ratio

Andrieu, C., Doucet, A., Yıldırım, S. & Chopin, N., 26 Mar 2018, In : arXiv.

Research output: Contribution to journalArticle (Academic Journal)

Particle Filtering for Demodulation in Fading Channels with Non-Gaussian Additive Noise

Punskaya, E., Andrieu, C., Doucet, A. & Fitzgerald, WJ., 2001, In : IEEE Transactions on Communications. 49, p. 579 - 582 4 p.

Research output: Contribution to journalArticle (Academic Journal)

52 Citations (Scopus)

Particle filtering for partially observed Gaussian state space models

Andrieu, C. & Doucet, A., Oct 2002, In : Journal of the Royal Statistical Society: Series B, Statistical Methodology. 64 (4), p. 827 - 836 10 p.

Research output: Contribution to journalArticle (Academic Journal)

132 Citations (Scopus)

Particle Markov chain Monte Carlo methods

Andrieu, C., Doucet, A. & Holenstein, R., Jun 2010, In : Journal of the Royal Statistical Society: Series B. 72, 3, p. 269 - 342 74 p.

Research output: Contribution to journalArticle (Academic Journal)

820 Citations (Scopus)

Particle methods for Bayesian modeling and enhancement of speech signals

Vermaak, J., Andrieu, C., Doucet, A. & Godsill, SJ., Mar 2002, In : IEEE Transactions on Speech and Audio Processing. 10 (3), p. 173 - 185 13 p.

Research output: Contribution to journalArticle (Academic Journal)

126 Citations (Scopus)

Particle methods for change detection, system identification, and control

Andrieu, C., Doucet, A., Singh, SS. & Tadic, VB., Mar 2004, In : Proceedings of the IEEE. 92 (3), p. 423 - 438 16 p.

Research output: Contribution to journalArticle (Academic Journal)

217 Citations (Scopus)

PDA multiple model approach for joint channel tracking and symbol detection in MIMO systems

Jia, Y., Andrieu, C., Piechocki, RJ. & Sandell, M., Aug 2006, In : IEE Proceedings - Communications. 153, 4, p. 501 - 507 7 p.

Research output: Contribution to journalArticle (Academic Journal)

3 Citations (Scopus)

Perfect simulation for the Feynman-Kac law on the path space

Andrieu, C., Chopin, N., Doucet, A. & Rubenthaler, S., 1 Oct 2012, In : arXiv.

Research output: Contribution to journalArticle (Academic Journal)

Peskun-Tierney ordering for Markov chain and process Monte Carlo: beyond the reversible scenario

Andrieu, C. & Livingstone, S., 14 Jun 2019, (Submitted) In : arXiv. 38 p.

Research output: Contribution to journalArticle (Academic Journal)

File
41 Downloads (Pure)