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
1999

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)

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)

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)

Robust Full Bayesian Methods for Neural Networks

Andrieu, C., de Freitas, N. & Doucet, A., 1999, NIPS'99.

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

Sequential Monte Carlo Methods for Model Selection

Andrieu, C., de Freitas, N. & Doucet, A., 1999, IEEE Conf HOS'99.

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

2000

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)

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

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)

Method of extracting a signal

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

Research output: Patent

5 Citations (Scopus)

On-Line Bayesian Modelling and Enhancement of Speech Signals

Andrieu, C., Vermaak, J. & Doucet, A., 2000, ICSLP'2000.

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

On-line non-stationary independent component analysis of Gaussian mixtures

Andrieu, C., Ahmed, A., Doucet, A. & Rayner, PW., 2000, IEEE ICASSP'2000.

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

On Monte Carlo Methods for Bayesian Data Analysis

Andrieu, C., Doucet, A. & Fitzgerald, WJ., 2000, Nonlinear Dynamics and Statistics. Mees, A. & Smith, RL. (eds.). Birkhäuser Basel

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

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)

3206 Citations (Scopus)

Optimal Estimation of Non-Stationary Phase and Amplitude Processes

Andrieu, C., 2000, IEEE ICASSP'2000.

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

1 Citation (Scopus)

Particle Filter for Multiuser CDMA

Andrieu, C., Doucet, A. & Touzni, A., 2000, IEEE SSAP'2000.

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

Particle filters for demodulation of M-ary modulated signals in fast fading channels

Andrieu, C., Doucet, A., Fitzgerald, WJ. & Punskaya, E., 2000, IEEE ICASSP 2000.

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

Reversible jump simulated annealing for RBFs

Andrieu, C., de Freitas, N. & Doucet, A., 2000, UAI'2000.

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

Sequential Monte Carlo for Model Selection and Estimation of Neural Networks

Andrieu, C. & de Freitas, N., 2000, IEEE ICASSP'2000.

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

3 Citations (Scopus)

Simulated Annealing for Maximum A Posteriori Parameter Estimation of Hidden Markov Models

Andrieu, C. & Doucet, A., 2000, In : IEEE Transactions on Information Theory. 46, p. 994 - 1004

Research output: Contribution to journalArticle (Academic Journal)

26 Citations (Scopus)

Stochastic Algorithms for Marginal MAP Retrieval of Sinusoids in Non-Gaussian Noise

Andrieu, C. & Doucet, A., 2000, IEEE SSAP'2000.

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

1 Citation (Scopus)
2001

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 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)

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)

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)

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)

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)

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)

Robust Full Bayesian Learning for Radial Basis Networks

Andrieu, C., de Freitas, N. & Doucet, A., 2001, In : Neural Computation. 13, p. 2359 - 2407 49 p.

Research output: Contribution to journalArticle (Academic Journal)

69 Citations (Scopus)

Sequential Monte Carlo Methods for Optimal Filtering

Andrieu, C., Doucet, A. & Punskaya, E., 2001, Sequential Monte Carlo Methods in Practice. Doucet, A., De Freitas, N. & Gordon, N. (eds.). Springer, New York, NY

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

The CGA gene as new predictor of the response to endocrine therapy in ER alpha-positive postmenopausal breast cancer patients

Bieche, I., Parfait, B., Nogues, C., Andrieu, C., Vidaud, D., Spyratos, F., Lidereau, R. & Vidaud, M., Oct 2001, In : Oncogene. 20 (47), p. 6955 - 6959

Research output: Contribution to journalArticle (Academic Journal)

16 Citations (Scopus)
2002

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)

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)

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 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)
2003

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)

1234 Citations (Scopus)
49 Citations (Scopus)

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)

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)
Open Access
File
188 Downloads (Pure)

Particle smoothing techniques with turbo principle for MIMO systems

Andrieu, C., McGeehan, JP. & Piechocki, RJ., Jun 2003, 4th IEEE Workshop on Signal Processing Advances in Wireless Communications, 2003 (SPAWC 2003). Institute of Electrical and Electronics Engineers (IEEE), p. 561 - 564 4 p.

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

Open Access
File
183 Downloads (Pure)

Semi-blind identification of wideband MIMO channels via stochastic sampling

Andrieu, C., Piechocki, R. J., McGeehan, J. P. & Armour, S. M., Apr 2003, IEEE Vehicular Technology Conference. 2 ed. Vol. 57. p. 994-997 4 p.

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

Open Access
File
108 Downloads (Pure)
2004

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)

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)

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)

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)

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)

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