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Ritabrata Dutta · SciRah

Researcher profile · Semantic Scholar

Ritabrata Dutta

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Ritabrata Dutta — researcher profile on SciRah

h-index: 18
Works: 52
Citations: 1,339

Most-cited papers

Fundamentals and Recent Developments in Approximate Bayesian Computation
Jarno Lintusaari, Michael U Gutmann, Ritabrata Dutta, Samuel Kaski +1 more
2016Systematic Biology275 citations Open access
Semantic Scholar
Likelihood-Free Inference by Ratio Estimation
Owen Thomas, Ritabrata Dutta, J. Corander, Samuel Kaski +1 more
2016Bayesian Analysis184 citations Open access
Semantic Scholar
Likelihood-free inference via classification
Michael U Gutmann, Ritabrata Dutta, Samuel Kaski, J. Corander
2014Statistics and computing139 citations Open access
Semantic Scholar
TRU-NET: a deep learning approach to high resolution prediction of rainfall
Rilwan A. Adewoyin, P. Dueben, P. Watson, Yu-Lan He +1 more
2020Machine-mediated learning94 citations Open access
Semantic Scholar
Likelihood-free inference via classification
Michael U Gutmann, Ritabrata Dutta, S. Kaski, J. Corander
201465 citations
Semantic Scholar
Probabilistic Forecasting with Generative Networks via Scoring Rule Minimization
Lorenzo Pacchiardi, Rilwan A. Adewoyin, P. Dueben, Ritabrata Dutta
2021Journal of machine learning research53 citations
Semantic Scholar
Experimental and numerical study of heat transfer in horizontal concentric annulus containing phase change material
Ritabrata Dutta, A. Atta, T. Dutta
200848 citations
Semantic Scholar
Bayesian inference of spreading processes on networks
Ritabrata Dutta, A. Mira, J. Onnela
2017Proceedings of the Royal Society A40 citations Open access
Semantic Scholar
Using mobility data in the design of optimal lockdown strategies for the COVID-19 pandemic
Ritabrata Dutta, S. Gomes, D. Kalise, Lorenzo Pacchiardi
2020PLoS Comput. Biol.33 citations Open access
Semantic Scholar
"Maximum probability rule" based classification of MRSA infections in hospital environment: Using electronic nose
Ritabrata Dutta, R. Dutta
200633 citations
Semantic Scholar
Generalized Bayesian likelihood-free inference
Lorenzo Pacchiardi, Sherman Khoo, Ritabrata Dutta
2021Electronic Journal of Statistics30 citations Open access
Semantic Scholar
Score Matched Neural Exponential Families for Likelihood-Free Inference
Lorenzo Pacchiardi, Ritabrata Dutta
2020Journal of machine learning research30 citations
Semantic Scholar
ABCpy: A High-Performance Computing Perspective to Approximate Bayesian Computation
Ritabrata Dutta, Marcel Schoengens, Lorenzo Pacchiardi, Avinash Ummadisingu +4 more
2017Journal of Statistical Software30 citations Open access
Semantic Scholar
ABCpy: A User-Friendly, Extensible, and Parallel Library for Approximate Bayesian Computation
Ritabrata Dutta, Marcel Schöngens, J. Onnela, A. Mira
2017Platform for Advanced Scientific Computing Conference30 citations
Semantic Scholar
Generalized Bayesian Likelihood-Free Inference Using Scoring Rules Estimators
Lorenzo Pacchiardi, Ritabrata Dutta
202129 citations
Semantic Scholar
Statistical Inference of Intractable Generative Models via Classification
Michael U Gutmann, Ritabrata Dutta, Samuel Kaski, J. Corander
201426 citations
Semantic Scholar
Likelihood-Free Inference with Generative Neural Networks via Scoring Rule Minimization
Lorenzo Pacchiardi, Ritabrata Dutta
2022arXiv.org22 citations Open access
Semantic Scholar
Intelligent Bayes Classifier (IBC) for ENT infection classification in hospital environment
R. Dutta, Ritabrata Dutta
2006BioMedical Engineering OnLine19 citations Open access
Semantic Scholar
Bayesian calibration of force-fields from experimental data: TIP4P water.
Ritabrata Dutta, Z. F. Brotzakis, A. Mira
2018Journal of Chemical Physics18 citations Open access
Semantic Scholar
Bayes Model Selection with Path Sampling: Factor Models and Other Examples
Ritabrata Dutta, J. Ghosh
201015 citations Open access
Semantic Scholar
Distance-learning For Approximate Bayesian Computation To Model a Volcanic Eruption
Lorenzo Pacchiardi, Pierre Künzli, Marcel Schöngens, B. Chopard +1 more
2019Sankhya B14 citations Open access
Semantic Scholar
Likelihood-free inference by penalised logistic regression
Ritabrata Dutta, J. Corander, Samuel Kaski, Michael U Gutmann
201614 citations
Semantic Scholar
Parameter Estimation of Platelets Deposition: Approximate Bayesian Computation With High Performance Computing
Ritabrata Dutta, B. Chopard, J. Latt, F. Dubois +2 more
2017Frontiers in Physiology13 citations Open access
Semantic Scholar
Model Selection and Multiple Testing - A Bayesian and Empirical Bayes Overview and some New Results
Ritabrata Dutta, M. Bogdan, J. Ghosh
201512 citations
Semantic Scholar
Incorporating environmental variability in a spatially-explicit individual-based model of European sea bass✰
Joseph W Watson, Robin J. Boyd, Ritabrata Dutta, Georgios Vasdekis +5 more
2022Ecological Modelling11 citations Open access
Semantic Scholar
Modelling-based experiment retrieval: A case study with gene expression clustering
P. Blomstedt, Ritabrata Dutta, Sohan Seth, A. Brazma +1 more
2015Bioinform.11 citations Open access
Semantic Scholar
Likelihood‐free parameter estimation for dynamic queueing networks: Case study of passenger flow in an international airport terminal
Anthony Ebert, Ritabrata Dutta, K. Mengersen, A. Mira +2 more
2018Journal of the Royal Statistical Society, Series C: Applied Statistics10 citations Open access
Semantic Scholar
RSTGen: Imbuing Fine-Grained Interpretable Control into Long-FormText Generators
Rilwan A. Adewoyin, Ritabrata Dutta, Yu-Lan He
2022North American Chapter of the Association for Computational Linguistics7 citations Open access
Semantic Scholar
Score Matched Conditional Exponential Families for Likelihood-Free Inference ∗
Lorenzo Pacchiardi, Ritabrata Dutta
20206 citations
Semantic Scholar
Probabilistic Rainfall Downscaling: Joint Generalized Neural Models with Censored Spatial Gaussian Copula
David Huk, Rilwan A. Adewoyin, Ritabrata Dutta
20235 citations
Semantic Scholar
Shear induced diffusion of platelets revisited
Christos Kotsalos, F. Raynaud, J. Latt, Ritabrata Dutta +3 more
2022Frontiers in Physiology4 citations Open access
Semantic Scholar
Probabilistic Forecasting with Conditional Generative Networks via Scoring Rule Minimization
Lorenzo Pacchiardi, Rilwan A. Adewoyin, P. Dueben, Ritabrata Dutta
2021arXiv.org4 citations
Semantic Scholar
Anomalous Platelet Transport & Fat-Tailed Distributions
Christos Kotsalos, K. Boudjeltia, Ritabrata Dutta, J. Latt +1 more
20204 citations
Semantic Scholar
Personalized pathology test for Cardio-vascular disease: Approximate Bayesian computation with discriminative summary statistics learning
Ritabrata Dutta, Karim Zouaoui Boudjeltia, Christos Kotsalos, A. Rousseau +5 more
2020PLoS Comput. Biol.4 citations Open access
Semantic Scholar
Study of Optimal Adaptive Rule in Testing Problem
S. K. Bhandari, Ritabrata Dutta, R. G. Niyogi
20093 citations
Semantic Scholar
Bayesian inference in hierarchical models by combining independent posteriors
Ritabrata Dutta, P. Blomstedt, Samuel Kaski
20162 citations
Semantic Scholar
Retrieval of Experiments with Sequential Dirichlet Process Mixtures in Model Space
Ritabrata Dutta, Sohan Seth, Samuel Kaski
2013arXiv.org2 citations
Semantic Scholar
Bayesian inference of polymerase dynamics over the exclusion process
Massimo Cavallaro, Yuexuan Wang, Daniel Hebenstreit, Ritabrata Dutta
2021Royal Society Open Science1 citations Open access
Semantic Scholar
Interpretable pathological test for Cardio-vascular disease: Approximate Bayesian computation with distance learning
Ritabrata Dutta, K. Zouaoui-Boudjeltia, Christos Kotsalos, A. Rousseau +5 more
20201 citations
Semantic Scholar
Classification and Bayesian Optimization for Likelihood-Free Inference
Michael U Gutmann, J. Corander, Ritabrata Dutta, Samuel Kaski
20151 citations
Semantic Scholar
Bayesian linear models with unknown design over finite alphabets
Yuexuan Wang, A. Futschik, Ritabrata Dutta
2022bioRxiv0 citations Open access
Semantic Scholar
Bayesian inference of PolII dynamics over the exclusion process.
Massimo Cavallaro, Yuexuan Wang, Daniel Hebenstreit, Ritabrata Dutta
20210 citations
Semantic Scholar
S1 Appendix: additional mathematical details Using mobility data in the design of optimal lockdown strategies for the COVID-19 pandemic
Ritabrata Dutta, Susana N. Gomes, D. Kalise, Lorenzo Pacchiardi
20210 citations
Semantic Scholar
High-resolution Probabilistic Precipitation Prediction for use in Climate Simulations
Sh-Tyan Lo, P. Watson, P. Dueben, Ritabrata Dutta
20200 citations
Semantic Scholar
ST ] 2 O ct 2 01 5 Model Selection and Multiple Testing-A Bayes and Empirical Bayes Overview and some New Results
Ritabrata Dutta, M. Bogdan, J. Ghosh
20180 citations
Semantic Scholar
C O ] 7 S ep 2 01 8 ABCpy : A High-Performance Computing Perspective to Approximate Bayesian Computation ∗
Ritabrata Dutta, Marcel Schoengens, Avinash Ummadisingu, Nicole Widmer +2 more
20180 citations
Semantic Scholar
Approximate Bayesian Computation for Biological Science
Ritabrata Dutta
2018Biostatistics and Biometrics Open Access Journal0 citations Open access
Semantic Scholar
Bayesian Inference of Network Epidemics
Ritabrata Dutta, A. Mira, J. Onnela
20170 citations
Semantic Scholar
Model selection: Bayes and Frequentist perspective
Ritabrata Dutta
20120 citations
Semantic Scholar
Bayes Factors via MCMC and Path Sampling - The case of Factor Models
Ritabrata Dutta, J. Ghosh
20100 citations
Semantic Scholar

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