Bibliography

Publications of the year

Articles in International Peer-Reviewed Journals

• 1F. Alla, N. Agrinier, M. Lavielle, P. Rossignol, D. Gonthier, J.-M. Boivin, F. Zannad.
  
  Impact of the interruption of a large heart failure regional disease management program on hospital admission rate: a population-based study, in: European Journal of Heart Failure, 2018.
  
  https://hal.inria.fr/hal-01727632
• 2N. Brosse, A. Durmus, É. Moulines.
  
  Normalizing constants of log-concave densities, in: Electronic journal of statistics , March 2018, vol. 12, n^o 1, pp. 851-889. [ DOI : 10.1214/18-EJS1411 ]
  
  https://hal.inria.fr/hal-01648666
• 3N. Brosse, A. Durmus, É. Moulines, S. Sabanis.
  
  The Tamed Unadjusted Langevin Algorithm, in: Stochastic Processes and their Applications, October 2018. [ DOI : 10.1016/j.spa.2018.10.002 ]
  
  https://hal.inria.fr/hal-01648667
• 4M. Cerou, M. Lavielle, K. Brendel, M. Chenel, E. Comets.
  
  Development and performance of npde for the evaluation of time-to-event models, in: Pharmaceutical Research, January 2018, vol. 35, n^o 2, 30 p. [ DOI : 10.1007/s11095-017-2291-3 ]
  
  https://www.hal.inserm.fr/inserm-01695500
• 5M. Lavielle.
  
  Pharmacometrics Models with Hidden Markovian Dynamics, in: Journal of Pharmacokinetics and Pharmacodynamics, 2018, vol. 45, n^o 1, pp. 91–105. [ DOI : 10.1007/s10928-017-9541-1 ]
  
  https://hal.inria.fr/hal-01665722
• 6L. Lê, M. Berge, A. Tfayli, A. Baillet-Guffroy, P. Prognon, A. Dowek, E. Caudron.
  
  Quantification of gemcitabine intravenous drugs by direct measurement in chemotherapy plastic bags using a handheld Raman spectrometer, in: Talanta, May 2019, vol. 196, pp. 376-380.
  
  https://hal.archives-ouvertes.fr/hal-01970020
• 7L. M. M. Lê, M. Berge, A. Tfayli, J. Zhou, P. Prognon, A. Baillet-Guffroy, E. Caudron.
  
  Rapid discrimination and quantification analysis of five antineoplastic drugs in aqueous solutions using Raman spectroscopy, in: European Journal of Pharmaceutical Sciences, January 2018, vol. 111, pp. 158-166.
  
  https://hal.archives-ouvertes.fr/hal-01970012
• 8L. M. M. Lê, B. Kégl, A. Gramfort, C. Marini, D. Nguyen, M. Cherti, S. Tfaili, A. Tfayli, A. Baillet-Guffroy, P. Prognon, P. Chaminade, E. Caudron.
  
  Optimization of classification and regression analysis of four monoclonal antibodies from Raman spectra using collaborative machine learning approach, in: Talanta, July 2018, vol. 184, pp. 260-265.
  
  https://hal.archives-ouvertes.fr/hal-01969999
• 9L. Lê, A. Tfayli, P. Prognon, E. Caudron.
  
  Discriminative and Quantitative Analysis of Antineoplastic Taxane Drugs Using a Handheld Raman Spectrometer, in: BioMed Research International , July 2018, vol. 2018, pp. 1-7.
  
  https://hal.archives-ouvertes.fr/hal-01969980

International Conferences with Proceedings

• 10N. Brosse, A. Durmus, É. Moulines.
  
  The promises and pitfalls of Stochastic Gradient Langevin Dynamics, in: NeurIPS 2018 (Advances in Neural Information Processing Systems 2018), Montreal, France, December 2018.
  
  https://hal.inria.fr/hal-01934291
• 11G. Robin, H.-T. Wai, J. Josse, O. Klopp, É. Moulines.
  
  Low-rank Interaction with Sparse Additive Effects Model for Large Data Frames, in: 32nd Conference on Neural Information Processing Systems (NeurIPS 2018), Montréal, Canada, December 2018, https://arxiv.org/abs/1812.08398.
  
  https://hal.archives-ouvertes.fr/hal-01959188

Conferences without Proceedings

• 12C. Biernacki, G. Celeux, J. Josse, F. Laporte.
  
  Dealing with missing data in model-based clustering through a MNAR model, in: CMStatistics 2018 - 11th International Conference of the ERCIM WG on Computational and Methodological Statistics, Pise, Italy, December 2018.
  
  https://hal.archives-ouvertes.fr/hal-01949120

Other Publications

• 13N. Brosse, A. Durmus, S. Meyn, É. Moulines.
  
  Diffusion approximations and control variates for MCMC, November 2018, working paper or preprint.
  
  https://hal.inria.fr/hal-01934316
• 14A. HAVET, M. Lerasle, É. Moulines.
  
  Density estimation for RWRE, June 2018, https://arxiv.org/abs/1806.05839 - working paper or preprint.
  
  https://hal.archives-ouvertes.fr/hal-01815990
• 15F. Husson, J. Josse, B. Narasimhan, G. Robin.
  
  Imputation of mixed data with multilevel singular value decomposition, April 2018, https://arxiv.org/abs/1804.11087 - working paper or preprint.
  
  https://hal.archives-ouvertes.fr/hal-01781291
• 16W. Jiang, J. Josse, M. Lavielle.
  
  Logistic Regression with Missing Covariates – Parameter Estimation, Model Selection and Prediction, December 2018, working paper or preprint.
  
  https://hal.archives-ouvertes.fr/hal-01958835
• 17B. Karimi, M. Lavielle.
  
  Efficient Metropolis-Hastings sampling for nonlinear mixed effects models, December 2018, working paper or preprint.
  
  https://hal.inria.fr/hal-01958247
• 18B. Karimi, M. Lavielle, É. Moulines.
  
  f-SAEM: A fast Stochastic Approximation of the EM algorithm for nonlinear mixed effects models, December 2018, working paper or preprint.
  
  https://hal.inria.fr/hal-01958248
• 19L. Montuelle, E. Le Pennec.
  
  PAC-Bayesian aggregation of affine estimators, January 2018, https://arxiv.org/abs/1410.0661 - working paper or preprint.
  
  https://hal.inria.fr/hal-01070805
• 20G. Robin, C. Ambroise, S. S. Robin.
  
  Incomplete graphical model inference via latent tree aggregation, January 2018, working paper or preprint.
  
  https://hal.archives-ouvertes.fr/hal-01686841
• 21A. Sportisse, C. Boyer, J. Josse.
  
  Imputation and low-rank estimation with Missing Non At Random data, January 2019, https://arxiv.org/abs/1812.11409 - working paper or preprint.
  
  https://hal.archives-ouvertes.fr/hal-01964720