RD
Ritabrata Dutta
stat.MLstat.MEstat.COstat.APcs.LGapproximate Bayesian computationApproximate Bayesian computationBayesian inferencecs.IRevolutionary biology
On Valency
published · living versionsW_g3dggaur·v1 · currentpublished
Preprints & journals
40 papers in the corpus · 2006–2026Joint likelihood-free inference of the number of selected single nucleotide polymorphisms and their selection coefficients in an evolving population.42364725 · Xu, Yuehao, Futschik, Andreas, Dutta, Ritabrata2026 · 0 citationsJournal of theoretical biology. 2026;633:112544
Signature-Informed Selection Detection: A Novel Method for Multi-Locus Temporal Population Genetic Model with Recombination2512.14353v1 · Ritabrata Dutta, Yuehao Xu, Sherman Khoo et al.2025 · 0 citationsarXiv
Prequential posteriors2511.17721v2 · Shreya Sinha-Roy, Richard G. Everitt, Christian P. Robert et al.2025 · 0 citationsJapanese Journal of Statistics and Data Science (10 September 2026)
Signature Kernel Scoring Rule: A Spatio-Temporal Diagnostic for Probabilistic Weather Forecasting2510.19110v2 · Archer Dodson, Ritabrata Dutta2025 · 0 citationsarXiv
Generalized Bayesian deep reinforcement learning2412.11743v2 · Shreya Sinha Roy, Richard G. Everitt, Christian P. Robert et al.2024 · 1 citationarXiv
Your copula is a classifier in disguise: classification-based copula density estimation2411.03014v2 · David Huk, Mark Steel, Ritabrata Dutta2024 · 0 citationsarXiv
Estimating Haplotype Structure and Frequencies: A Bayesian Approach to Unknown Design in Pooled Genomic Data.38957993 · Wang, Yuexuan, Dutta, Ritabrata, Futschik, Andreas2024 · 1 citationJournal of computational biology : a journal of computational molecular cell biology. 2024;31(8):708-726
Quasi-Bayes meets Vines2406.12764v1 · David Huk, Yuanhe Zhang, Mark Steel et al.2024 · 0 citationsarXiv
WITHDRAWN: Signature-Informed Selection Detection: A Novel Method for Multi-Locus Wright-Fisher Models with Recombination10.1101/2023.09.23.559104v2 · Xu, Y., Khoo, S., Futschik, A. et al.2023 · 0 citationsbioRxiv
Probabilistic Rainfall Downscaling: Joint Generalized Neural Models with Censored Spatial Gaussian Copula2308.09827v2 · David Huk, Rilwan A. Adewoyin, Ritabrata Dutta2023 · 0 citationsarXiv
Bayesian inference of polymerase dynamics over the exclusion process.37538742 · Cavallaro, Massimo, Wang, Yuexuan, Hebenstreit, Daniel et al.2025 · 3 citationsRoyal Society open science. 2023;10(8):221469
Bayesian linear models with unknown design over finite alphabets10.1101/2022.10.20.513021v1 · wang, y., Dutta, R., Futschik, A.2022 · 0 citationsbioRxiv
Shear induced diffusion of platelets revisited.36311230 · Kotsalos, Christos, Raynaud, Franck, Lätt, Jonas et al.2023 · 5 citationsFrontiers in physiology. 2022;13:985905
Joint likelihood-free inference of the number of selected single nucleotide polymorphisms and the selection coefficient in an evolving population10.1101/2022.09.20.508756v2 · Xu, Y., Futschik, A., Dutta, R.2022 · 1 citationbioRxiv
Likelihood-Free Inference with Generative Neural Networks via Scoring Rule Minimization2205.15784v1 · Lorenzo Pacchiardi, Ritabrata Dutta2022 · 4 citationsarXiv
RSTGen: Imbuing Fine-Grained Interpretable Control into Long-FormText Generators2205.12590v1 · Rilwan A. Adewoyin, Ritabrata Dutta, Yulan He2022 · 6 citationsarXiv
Personalized pathology test for Cardio-vascular disease: Approximate Bayesian computation with discriminative summary statistics learning.35271585 · Dutta, Ritabrata, Zouaoui Boudjeltia, Karim, Kotsalos, Christos et al.2022 · 5 citationsPLoS computational biology. 2022;18(3):e1009910
Probabilistic Forecasting with Generative Networks via Scoring Rule Minimization2112.08217v3 · Lorenzo Pacchiardi, Rilwan Adewoyin, Peter Dueben et al.2021 · 5 citationsJournal of Machine Learning Research, 25(45), 2024
Using mobility data in the design of optimal lockdown strategies for the COVID-19 pandemic.34383756 · Dutta, Ritabrata, Gomes, Susana N, Kalise, Dante et al.2021 · 33 citationsPLoS computational biology. 2021;17(8):e1009236
Generalized Bayesian Likelihood-Free Inference2104.03889v7 · Lorenzo Pacchiardi, Sherman Khoo, Ritabrata Dutta2021 · 7 citationsarXiv
Score Matched Neural Exponential Families for Likelihood-Free Inference2012.10903v4 · Lorenzo Pacchiardi, Ritabrata Dutta2020 · 4 citationsJournal of Machine Learning Research, 23(38), 2022
High-resolution Probabilistic Precipitation Prediction for use in Climate Simulations2012.09821v2 · Sherman Lo, Peter Watson, Peter Dueben et al.2020 · 0 citationsarXiv
TRU-NET: A Deep Learning Approach to High Resolution Prediction of Rainfall2008.09090v2 · Rilwan Adewoyin, Peter Dueben, Peter Watson et al.2020 · 9 citationsarXiv
Anomalous Platelet Transport & Fat-Tailed Distributions2006.11755v2 · Christos Kotsalos, Karim Zouaoui Boudjeltia, Ritabrata Dutta et al.2020 · 1 citationarXiv
Distance-learning For Approximate Bayesian Computation To Model a Volcanic Eruption1909.13118v1 · Lorenzo Pacchiardi, Pierre Kunzli, Marcel Schoengens et al.2019 · 17 citationsSankhya B (2020)
Bayesian calibration of force-fields from experimental data: TIP4P water.30342443 · Dutta, Ritabrata, Brotzakis, Zacharias Faidon, Mira, Antonietta2018 · 19 citationsThe Journal of chemical physics. 2018;149(15):154110
Parameter Estimation of Platelets Deposition: Approximate Bayesian Computation With High Performance Computing.30177886 · Dutta, Ritabrata, Chopard, Bastien, Lätt, Jonas et al.2023 · 14 citationsFrontiers in physiology. 2018;9:1128
Bayesian inference of spreading processes on networks.30100809 · Dutta, Ritabrata, Mira, Antonietta, Onnela, Jukka-Pekka2023 · 34 citationsProceedings. Mathematical, physical, and engineering sciences. 2018;474(2215):20180129
Likelihood-free parameter estimation for dynamic queueing networks: case study of passenger flow in an international airport terminal1804.02526v2 · Anthony Ebert, Ritabrata Dutta, Kerrie Mengersen et al.2018 · 12 citationsarXiv
ABCpy: A High-Performance Computing Perspective to Approximate Bayesian Computation1711.04694v5 · Ritabrata Dutta, Marcel Schoengens, Lorenzo Pacchiardi et al.2017 · 15 citationsJournal of Statistical Software, 100(7), 1-38, 2021
Likelihood-free inference via classification.31997856 · Gutmann, Michael U, Dutta, Ritabrata, Kaski, Samuel et al.2022 · 107 citationsStatistics and computing. 2018;28(2):411-425
Fundamentals and Recent Developments in Approximate Bayesian Computation.28175922 · Lintusaari, Jarno, Gutmann, Michael U, Dutta, Ritabrata et al.2018 · 220 citationsSystematic biology. 2017;66(1):e66-e82
Likelihood-free inference by ratio estimation1611.10242v6 · Owen Thomas, Ritabrata Dutta, Jukka Corander et al.2016 · 36 citationsarXiv
Bayesian inference in hierarchical models by combining independent posteriors1603.09272v2 · Ritabrata Dutta, Paul Blomstedt, Samuel Kaski2016 · 0 citationsarXiv
Modelling-based experiment retrieval: a case study with gene expression clustering.26740526 · Blomstedt, Paul, Dutta, Ritabrata, Seth, Sohan et al.2017 · 15 citationsBioinformatics (Oxford, England). 2016;32(9):1388-94
Model Selection and Multiple Testing - A Bayesian and Empirical Bayes Overview and some New Results1510.00547v1 · Ritabrata Dutta, Malgortaza Bogdan, Jayanta K. Ghosh2015 · 10 citationsJournal of Indian Statistical Association, 50, pp. 105-142, 2012
Classification and Bayesian Optimization for Likelihood-Free Inference1502.05503v1 · Michael U. Gutmann, Jukka Corander, Ritabrata Dutta et al.2015 · 0 citationsarXiv
Retrieval of Experiments with Sequential Dirichlet Process Mixtures in Model Space1310.2125v2 · Ritabrata Dutta, Sohan Seth, Samuel Kaski2013 · 2 citationsarXiv
Bayes Model Selection with Path Sampling: Factor Models and Other Examples1008.4373v4 · Ritabrata Dutta, Jayanta K. Ghosh2010 · 10 citationsStatistical Science 2013, Vol. 28, No. 1, 95-115
Intelligent Bayes Classifier (IBC) for ENT infection classification in hospital environment.17176476 · Dutta, Ritaban, Dutta, Ritabrata2007 · 18 citationsBiomedical engineering online. 2006;5:65
Career total: 77 works. 40 are in this corpus.
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