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Ritabrata Dutta

Fundamentals and Recent Developments in Approximate Bayesian Computation
2016 · Jarno Lintusaari, Michael U. Gutmann, et al. · Systematic Biology · 223
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Likelihood-Free Inference by Ratio Estimation
2020 · Owen Thomas, Ritabrata Dutta, et al. · Bayesian Analysis · 141
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Likelihood-free inference via classification
2017 · Michael U. Gutmann, Ritabrata Dutta, et al. · Statistics and Computing · 128
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TRU-NET: a deep learning approach to high resolution prediction of rainfall
2021 · Rilwan A. Adewoyin, Peter Dueben, et al. · Machine Learning · 100
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Experimental and numerical study of heat transfer in horizontal concentric annulus containing phase change material
2008 · Ritabrata Dutta, Arnab Atta, et al. · The Canadian Journal of Chemical Engineering · 50
Generalized Bayesian likelihood-free inference
2024 · Lorenzo Pacchiardi, Sherman Khoo, et al. · Electronic Journal of Statistics · 44
ABCpy: A High-Performance Computing Perspective to Approximate Bayesian Computation
2021 · Ritabrata Dutta, Marcel Schoengens, et al. · Journal of Statistical Software · 34
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Using mobility data in the design of optimal lockdown strategies for the COVID-19 pandemic
2021 · Ritabrata Dutta, Susana N. Gomes, et al. · PLoS Computational Biology · 33
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Bayesian inference of spreading processes on networks
2018 · Ritabrata Dutta, Antonietta Mira, et al. · Proceedings of the Royal Society A Mathematical Physical and Engineering Sciences · 31
ABCpy
2017 · Ritabrata Dutta, Marcel Schoengens, et al. · Platform for Advanced Scientific Computing Conference (PASC) · 30
“Maximum probability rule” based classification of MRSA infections in hospital environment: Using electronic nose
2006 · Ritabrata Dutta, Ritaban Dutta · Sensors and Actuators B Chemical · 28
Likelihood-Free Inference with Generative Neural Networks via Scoring Rule Minimization
2022 · Pacchiardi, Lorenzo, Dutta, Ritabrata · arXiv (Cornell University) · 25
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Bayesian calibration of force-fields from experimental data: TIP4P water
2018 · Ritabrata Dutta, Zacharias Faidon Brotzakis, et al. · The Journal of Chemical Physics · 19
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Intelligent Bayes Classifier (IBC) for ENT infection classification in hospital environment
2006 · Ritaban Dutta, Ritabrata Dutta · BioMedical Engineering OnLine · 18
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Probabilistic Forecasting with Generative Networks via Scoring Rule Minimization
2021 · Pacchiardi, Lorenzo, Adewoyin, Rilwan, et al. · Warwick Research Archive Portal (University of Warwick) · 15
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Likelihood-Free Parameter Estimation for Dynamic Queueing Networks: Case Study of Passenger Flow in an International Airport Terminal
2021 · Anthony Ebert, Ritabrata Dutta, et al. · Journal of the Royal Statistical Society Series C (Applied Statistics) · 15
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Modelling-based experiment retrieval: a case study with gene expression clustering
2016 · Paul Blomstedt, Ritabrata Dutta, et al. · Bioinformatics · 15
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Parameter Estimation of Platelets Deposition: Approximate Bayesian Computation With High Performance Computing
2018 · Ritabrata Dutta, Bastien Chopard, et al. · Frontiers in Physiology · 14
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Incorporating environmental variability in a spatially-explicit individual-based model of European sea bass✰
2022 · Joseph W Watson, Robin Boyd, et al. · Ecological Modelling · 13
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Model Selection and Multiple Testing - A Bayesian and Empirical Bayes Overview and some New Results
2015 · Dutta, Ritabrata, Bogdan, Malgortaza, et al. · Warwick Research Archive Portal (University of Warwick) · 11
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Bayes Model Selection with Path Sampling: Factor Models and Other Examples
2013 · Ritabrata Dutta, Jayanta K. Ghosh · Statistical Science · 10
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Score Matched Neural Exponential Families for Likelihood-Free Inference
2020 · Pacchiardi, Lorenzo, Dutta, Ritabrata · Warwick Research Archive Portal (University of Warwick) · 9
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Likelihood-free inference by penalised logistic regression
2016 · Ritabrata Dutta, Jukka Corander, et al. · arXiv (Cornell University) · 9
Generalized Bayesian Likelihood-Free Inference Using Scoring Rules Estimators
2021 · Lorenzo Pacchiardi, Ritabrata Dutta · arXiv (Cornell University) · 8
RSTGen: Imbuing Fine-Grained Interpretable Control into Long-FormText Generators
2022 · Rilwan Adewoyin, Ritabrata Dutta, et al. · Conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies (NAACL-HLT) · 7
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Works count: 68
Citation count: 1,085
H-index: 15
I10-index: 21
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