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 | 294 | 2017 |
Likelihood-free inference by ratio estimation O Thomas, R Dutta, J Corander, S Kaski, MU Gutmann Bayesian Analysis 17 (1), 1-31, 2022 | 160* | 2022 |
Likelihood-free inference via classification MU Gutmann, R Dutta, S Kaski, J Corander Statistics and Computing, 1-15, 2017 | 148* | 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 | 61 | 2021 |
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 | 53 | 2008 |
Bayesian inference of spreading processes on networks R Dutta, A Mira, JP Onnela Proceedings of the Royal Society A 474 (2215), 2018 | 35 | 2018 |
“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 | 35 | 2006 |
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 | 34 | 2017 |
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 | 30* | 2021 |
Generalized Bayesian Likelihood-Free Inference L Pacchiardi, S Khoo, R Dutta arXiv preprint arXiv:2104.03889, 2021 | 26 | 2021 |
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 | 24 | 2021 |
Score Matched Conditional Exponential Families for Likelihood-Free Inference L Pacchiardi, R Dutta Journal of Machine Learning Research 23 (38), 1-71, 2022 | 23 | 2022 |
Intelligent Bayes Classifier (IBC) for ENT infection classification in hospital environment R Dutta, R Dutta Biomedical engineering online 5, 1-17, 2006 | 23 | 2006 |
Bayesian Calibration of Force-fields from Experimental Data: TIP4P Water R Dutta, ZF Brotzakis, A Mira The Journal of Chemical Physics 149 (15), 2018 | 22 | 2018 |
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 | 20 | 2012 |
Bayes model selection with path sampling: factor models and other examples R Dutta, JK Ghosh Statistical science 28 (1), 95-115, 2013 | 18 | 2013 |
Likelihood-free inference with generative neural networks via scoring rule minimization L Pacchiardi, R Dutta arXiv preprint arXiv:2205.15784, 2022 | 17 | 2022 |
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 | 16 | 2020 |
Probabilistic forecasting with generative networks via scoring rule minimization L Pacchiardi, RA Adewoyin, P Dueben, R Dutta Journal of Machine Learning Research 25 (45), 1-64, 2024 | 15* | 2024 |
Likelihood-free parameter estimation for dynamic queueing networks: Case study of passenger flow in an international airport terminal A Ebert, R Dutta, K Mengersen, A Mira, F Ruggeri, P Wu Journal of the Royal Statistical Society Series C 70 (3), 770-792, 2021 | 12 | 2021 |