Journal Article

Kotsalos, Christos, Raynaud, Franck, Lätt, Jonas, Dutta, Ritabrata, Dubois, Frank, Zouaoui Boudjeltia, Karim and Chopard, Bastien (2022) Shear induced diffusion of platelets revisited. Frontiers in Physiology, 13 . 985905. doi:10.3389/fphys.2022.985905 ISSN 1664-042X.

Adewoyin, Rilwan A., Dueben, Peter, Watson, Peter, He, Yulan and Dutta, Ritabrata (2022) TRU-NET : a deep learning approach to high resolution prediction of rainfall. Machine Learning, 110 (8). pp. 2035-2062. doi:10.1007/s10994-021-06022-6 ISSN 2632-2153.

Watson, Joseph W., Boyd, Robin, Dutta, Ritabrata, Vasdekis, Georgios, Walker, Nicola D., Roy, Shovonlal, Everitt, Richard G., Hyder, Kieran and Sibly, Richard M. (2022) Incorporating environmental variability in a spatially-explicit individual-based model of European sea bass✰. Ecological Modelling, 466 . p. 109878. doi:10.1016/j.ecolmodel.2022.109878 ISSN 0304-3800.

Dutta, Ritabrata, Zouaoui Boudjeltia, Karim, Kotsalos, Christos, Rousseau, Alexandre, Ribeiro de Sousa, Daniel, Desmet, Jean-Marc, Van Meerhaeghe, Alain, Mira, Antonietta and Chopard, Bastien (2022) Personalized pathology test for Cardio-vascular disease : approximate Bayesian computation with discriminative summary statistics learning. PLoS Computational Biology, 18 (3). e1009910. doi:10.1371/journal.pcbi.1009910 ISSN 1553-7358.

Pacchiardi, Lorenzo and Dutta, Ritabrata (2022) Score Matched neural exponential families for Likelihood-Free Inference. Journal of Machine Learning Research, 23 (38). pp. 1-71. ISSN 1532-4435.

Thomas, Owen, Dutta, Ritabrata, Corander, Jukka, Kaski, Samuel and Gutmann, Michael U. (2022) Likelihood-free inference by ratio estimation. Bayesian Analysis, 17 (1). pp. 1-31. doi:10.1214/20-BA1238 ISSN 1931-6690.

Ebert, Anthony, Dutta, Ritabrata, Mengersen, Kerrie, Mira, Antonietta, Ruggeri, Fabrizio and Wu, Paul (2021) Likelihood‐free parameter estimation for dynamic queueing networks : case study of passenger flow in an international airport terminal. Journal of the Royal Statistical Society: Series C (Applied Statistics), 70 (3). pp. 770-792. doi:10.1111/rssc.12487 ISSN 0035-9254.

Pacchiardi, Lorenzo, Künzli, Pierre, Chopard, Bastien, Schöngens, Marcel and Dutta, Ritabrata (2021) Distance-learning for approximate Bayesian computation to model a volcanic eruption. Sankhya B, 83 (1). pp. 288-317. doi:10.1007/s13571-019-00208-8 ISSN 0976-8394.

Dutta, Ritabrata, Brotzakis, Zacharias Faidon and Mira, Antonietta (2018) Bayesian calibration of force-fields from experimental data : TIP4P water. The Journal of Chemical Physics, 149 (15). 154110. doi:10.1063/1.5030950 ISSN 0021-9606.

Dutta, Ritabrata, Chopard, Bastien, Lätt, Jonas, Dubois, Frank, Zouaoui Boudjeltia, Karim and Mira, Antonietta (2018) Parameter estimation of platelets deposition : approximate Bayesian computation with high performance computing. Frontiers in Physiology, 9 . 1128. doi:10.3389/fphys.2018.01128 ISSN 1664-042X.

Dutta, Ritabrata, Mira, Antonietta and Onnela, Jukka-Pekka (2018) Bayesian inference of spreading processes on networks. Proceedings of the Royal Society A : Mathematical, Physical and Engineering Sciences, 474 (2215). 20180129. doi:10.1098/rspa.2018.0129 ISSN 1364-5021.

Gutmann, Michael U., Dutta, Ritabrata, Kaski, Samuel and Corander, Jukka (2018) Likelihood-free inference via classification. Statistics and Computing, 28 (2). pp. 411-425. doi:10.1007/s11222-017-9738-6 ISSN 0960-3174.

Blomstedt, Paul, Dutta, Ritabrata, Seth, Sohan, Brazma, Alvis and Kaski, Samuel (2016) Modelling-based experiment retrieval : a case study with gene expression clustering. Bioinformatics, 32 (9). pp. 1388-1394. doi:10.1093/bioinformatics/btv762 ISSN 1367-4803.

Conference Item

Adewoyin, Rilwan A., Dutta, Ritabrata and He, Yulan (2022) RSTGen : imbuing fine-grained interpretable control into long-form text generators. In: NAACL 2022 : Conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies, Seattle, Washington, 10-15 Jul 2022. Published in: Proceedings of the 2022 Conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies pp. 1822-1835. doi:10.18653/v1/2022.naacl-main.133

Submitted Journal Article

Cavallaro, Massimo, Wang, Yuexuan, Hebenstreit, Daniel and Dutta, Ritabrata (2021) Bayesian inference of PolII dynamics over the exclusion process. (Submitted)