Professor Christophe Andrieu

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

  • BS8 1UG

19992019

Research output per year

If you made any changes in Pure these will be visible here soon.

Research Output

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

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)

1232 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)

A Particle Filter for Model Based Audio Source Separation

Andrieu, C. & Godsill, SJ., 2000, ICA'2000.

Research output: Chapter in Book/Report/Conference proceedingConference Contribution (Conference Proceeding)

A particle filtering technique for Jump Markov Systems

Andrieu, C., Davy, M. & Doucet, A., 27 Mar 2015, European Signal Processing Conference. European Signal Processing Conference, EUSIPCO, Vol. 2015-March. 7072259

Research output: Chapter in Book/Report/Conference proceedingConference Contribution (Conference Proceeding)

2 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)

331 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 Computational Approaches to Model Selection

Andrieu, C., Doucet, A., Fitzgerald, WJ. & Perez, JM., 2000, Nonlinear and Nonstationary Signal Processing. Fitzgerald, W. J., Smith, R. L., Walden, A. T. & Young, P. C. (eds.). Cambridge University Press, (Newton Institute Series).

Research output: Chapter in Book/Report/Conference proceedingChapter in a book

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)

Bayesian sequential compressed sensing in sparse dynamical systems

Sejdinovic, D., Andrieu, C. & Piechocki, RJ., 29 Sep 2010, Proc. Allerton Conf. on Commun., Control and Computing, Monticello, IL, USA.

Research output: Chapter in Book/Report/Conference proceedingConference Contribution (Conference Proceeding)

20 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)

Default Prior for Robust Bayesian Model Selection of Sinusoids in Gaussian Noise

Andrieu, C. & Perez, JM., 2000, IEEE SSAP'2000.

Research output: Chapter in Book/Report/Conference proceedingConference Contribution (Conference Proceeding)

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)

Dicussion on the meeting on 'Statistical approaches to inverse problems

Nason, GP., Moulines, E., Robert, CP., Andrieu, C., Stoffelen, A., Paul, D., Abramovich, F., Aykroyd, RG., West, RM., Meng, S., Butucea, C., Cavalier, L., Davy, M., De Canditiis, D., Golubev, Y., Hoffman, RN., Khabie-Zeitoune, E., Munk, A., Ruymgaart, FH., Olhede, SC. & 18 others, Tsybakov, A., Wahba, G., Johnstone, IM., Kerkyacharian, G., Picard, D., Raimondo, M., Wolfe, PJ., Godsill, SJ., Ng, WJ., Haario, H., Laine, M., Lehtinen, M., Saksman, E., Tamminen, J., Cornford, D., Csato, L., Evans, DJ. & Opper, M., 2004, 1 p. Blackwell Publishers.

Research output: Other contribution

2 Citations (Scopus)

Down regulation of TGFbeta-2 expression in rat retinal Muller glial cells by polyplexes of polyethyleneimine/phosphorothioate antisense oligodeoxynucleotides

Santos, ALG., Bejjani, RA., Andrieu, C., Bochot, A., Fattal, E. & Behar-Cohen, F., 2005, Assoc Research Vision Ophthalmology Inc.

Research output: Other contribution

Efficient construction of reversible jump Markov chain Monte Carlo proposal distributions - Discussion on the paper by Brooks, Giudici and Roberts

Robert, CP., Meng, XL., Moller, J., Rosenthal, JS., Jennison, C., Hurn, MA., Al-Awadhi, F., McCullagh, P., Andrieu, C., Doucet, A., Dellaportas, P., Papageorgiou, I., Ehlers, RS., Erosheva, EA., Fienberg, SE., Forster, JJ., Gill, RC., Friel, N., Green, P., Hastie, D. & 4 others, King, R., Kunsch, HR., Lazar, NA. & Osinski, C., 2003, Blackwell Publishers.

Research output: Other contribution

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)
271 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)
310 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)

Improving soft output quality of MIMO demodulation algorithm via importance sampling

Jia, Y., Andrieu, C., Piechocki, RJ. & Sandell, M., Oct 2004, Fifth International Conference on 3G Mobile Communication Technologies, London. Institution of Engineering and Technology (IET), p. 388 - 391

Research output: Chapter in Book/Report/Conference proceedingConference Contribution (Conference Proceeding)

4 Citations (Scopus)

In vitro correction of the rd1 point mutation in the beta-phosphodiesterase gene by specific single-stranded oligonucleotides

Andrieu, C., Behar-Cohen, F., Faussat, AM. & Concordet, JP., 2005, Assoc Research Vision Opthalmology.

Research output: Other contribution

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)

Joint channel tracking and symbol detection in MIMO systems via multiple model methods

Jia, Y., Andrieu, C., Piechocki, RJ. & Sandell, M., Jun 2005, Workshop on Signal Processing Advances in Wireless Communications, New York, United States. Institute of Electrical and Electronics Engineers (IEEE), p. 12 - 16

Research output: Chapter in Book/Report/Conference proceedingConference Contribution (Conference Proceeding)

Open Access
File
234 Downloads (Pure)

Joint space-time trellis code detection and MIMO equalisation via particle filtering

Piechocki, RJ., Andrieu, C., Vithanage, CM. & McGeehan, JP., Sep 2004, International Symposium on Wireless Communication Systems, 2004 (ISWCS04), Mauritius. Institute of Electrical and Electronics Engineers (IEEE), p. 357 - 361

Research output: Chapter in Book/Report/Conference proceedingConference Contribution (Conference Proceeding)

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

Kernel Adaptive Metropolis-Hastings

Sejdinovic, D., Strathmann, H., Garcia, M. L., Andrieu, C. & Gretton, A., 2014, 31st International Conference on Machine Learning, ICML 2014. International Machine Learning Society (IMLS), Vol. 5. p. 3640-3653 14 p.

Research output: Chapter in Book/Report/Conference proceedingConference Contribution (Conference Proceeding)

7 Citations (Scopus)

Maximum marginal likelihood estimation of the granularity coefficient of a Potts-Markov random field within an MCMC algorithm

Pereyra, M., Whiteley, N., Andrieu, C. & Tourneret, J. Y., 2014, IEEE Workshop on Statistical Signal Processing Proceedings. IEEE Computer Society, p. 121-124 4 p. 6884590

Research output: Chapter in Book/Report/Conference proceedingConference Contribution (Conference Proceeding)

20 Citations (Scopus)

Method of extracting a signal

Andrieu, C. & Godsill, SJ., 2000, Patent No. 0014636.5

Research output: Patent

5 Citations (Scopus)

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)

Monte Carlo Methods for Absolute Beginners

Andrieu, C., 2004, Advanced Lectures on Machine Learning: ML Summer Schools 2003, Canberra, Australia, February 2 - 14, 2003, Tübingen, Germany, August 4 - 16, 2003, Revised Lectures. Springer Berlin Heidelberg, p. 113 - 145 33 p. (Lecture Notes in Computer Science; vol. 3176).

Research output: Chapter in Book/Report/Conference proceedingChapter in a book

3 Citations (Scopus)

Nanoparticle formulation for delivery of oligonucleotides in Retinal Pigment Epithelium cells in culture

Bejjani, RA., Delie-Salmon, F., BenEzra, D., Andrieu, C., Gurny, R. & Behar-Cohen, F., Apr 2004, Assoc Research Vision Ophthalmology Inc.

Research output: Other contribution

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)