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Ritabrata Dutta
Title
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Cited by
Year
Fundamentals and recent developments in approximate Bayesian computation
J Lintusaari, MU Gutmann, R Dutta, S Kaski, J Corander
Systematic biology 66 (1), e66-e82, 2017
2812017
Likelihood-free inference by ratio estimation
O Thomas, R Dutta, J Corander, S Kaski, MU Gutmann
Bayesian Analysis 17 (1), 1-31, 2022
152*2022
Likelihood-free inference via classification
MU Gutmann, R Dutta, S Kaski, J Corander
Statistics and Computing, 1-15, 2017
146*2017
TRU-NET: a deep learning approach to high resolution prediction of rainfall
RA Adewoyin, P Dueben, P Watson, Y He, R Dutta
Machine Learning 110, 2035-2062, 2021
552021
Experimental and numerical study of heat transfer in horizontal concentric annulus containing phase change material
R Dutta, A Atta, TK Dutta
The Canadian Journal of Chemical Engineering 86 (4), 700-710, 2008
472008
“Maximum probability rule” based classification of MRSA infections in hospital environment: Using electronic nose
R Dutta, R Dutta
Sensors and Actuators B: Chemical 120 (1), 156-165, 2006
362006
ABCpy: A User-Friendly, Extensible, and Parallel Library for Approximate Bayesian Computation
R Dutta, M Schoengens, JP Onnela, A Mira
The Platform for Advanced Scientific Computing (PASC) Conference, 2017
342017
Bayesian inference of spreading processes on networks
R Dutta, A Mira, JP Onnela
Proceedings of the Royal Society A 474 (2215), 2018
332018
ABCpy: A High-Performance Computing Perspective to Approximate Bayesian Computation
R Dutta, M Schoengens, L Pacchiardi, A Ummadisingu, N Widmer, ...
Journal of Statistical Software 100 (7), 1-38, 2021
31*2021
Score Matched Conditional Exponential Families for Likelihood-Free Inference
L Pacchiardi, R Dutta
Journal of Machine Learning Research 23 (38), 1-71, 2022
222022
Using mobility data in the design of optimal lockdown strategies for the COVID-19 pandemic
R Dutta, SN Gomes, D Kalise, L Pacchiardi
PLOS Computational Biology 17 (8), e1009236, 2021
222021
Intelligent Bayes Classifier (IBC) for ENT infection classification in hospital environment
R Dutta, R Dutta
Biomedical engineering online 5, 1-17, 2006
222006
Generalized Bayesian likelihood-free inference using scoring rules estimators
L Pacchiardi, R Dutta
arXiv preprint arXiv:2104.03889 2 (8), 2021
212021
Model Selection and Multiple Testing-A Bayesian and Empirical Bayes Overview and some New Results
R Dutta, M Bogdan, JK Ghosh
Journal of Indian Statistical Association 50, 105-142, 2012
212012
Bayesian Calibration of Force-fields from Experimental Data: TIP4P Water
R Dutta, ZF Brotzakis, A Mira
The Journal of Chemical Physics 149 (15), 2018
202018
Bayes model selection with path sampling: factor models and other examples
R Dutta, JK Ghosh
Statistical science 28 (1), 95-115, 2013
182013
Distance-learning For Approximate Bayesian Computation To Model a Volcanic Eruption
L Pacchiardi, P Kunzli, M Schoengens, B Chopard, R Dutta
Sankhya B 135, 2020
152020
Likelihood-free inference with generative neural networks via scoring rule minimization
L Pacchiardi, R Dutta
arXiv preprint arXiv:2205.15784, 2022
132022
Modelling-based experiment retrieval: A case study with gene expression clustering
P Blomstedt, R Dutta, S Seth, A Brazma, S Kaski
Bioinformatics 32 (9), 1388-1394, 2016
122016
Probabilistic forecasting with generative networks via scoring rule minimization
L Pacchiardi, R Adewoyin, P Dueben, R Dutta
arXiv preprint arXiv:2112.08217, 2021
112021
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Articles 1–20