Ritabrata Dutta

24 papers A* 1A 1Journal 19Unranked 3
YearRankTypeTitle / Venue / Authors
2025 — conf
Determination of Platelets Properties in Blood: Combining Discrete Numerical Models with Experiments.
AUTOMATA
Bastien Chopard, Ritabrata Dutta, Christos Kotsalos, Franck Raynaud, Karim Zouaoui Boudjeltia
2025 J jnl
Prequential posteriors.
CoRR
Shreya Sinha Roy, Richard G. Everitt, Christian P. Robert, Ritabrata Dutta
2025 J jnl
Signature Kernel Scoring Rule as Spatio-Temporal Diagnostic for Probabilistic Forecasting.
CoRR
Archer Dodson, Ritabrata Dutta
2025 A conf
Your copula is a classifier in disguise: classification-based copula density estimation.
AISTATS
David Huk, Mark Steel, Ritabrata Dutta
2024 J jnl
Estimating Haplotype Structure and Frequencies: A Bayesian Approach to Unknown Design in Pooled Genomic Data.
J. Comput. Biol.
Yuexuan Wang, Ritabrata Dutta, Andreas Futschik
2024 J jnl
Generalized Bayesian deep reinforcement learning.
CoRR
Shreya Sinha Roy, Richard G. Everitt, Christian P. Robert, Ritabrata Dutta
2024 J jnl
Probabilistic Forecasting with Generative Networks via Scoring Rule Minimization.
J. Mach. Learn. Res.
Lorenzo Pacchiardi, Rilwan A. Adewoyin, Peter Dueben, Ritabrata Dutta
2024 A* conf
Quasi-Bayes meets Vines.
NeurIPS
David Huk, Yuanhe Zhang, Ritabrata Dutta, Mark Steel
2024 J jnl
Quasi-Bayes meets Vines.
CoRR
David Huk, Yuanhe Zhang, Mark Steel, Ritabrata Dutta
2022 J jnl
Likelihood-Free Inference with Generative Neural Networks via Scoring Rule Minimization.
CoRR
Lorenzo Pacchiardi, Ritabrata Dutta
2022 J jnl
Personalized pathology test for Cardio-vascular disease: Approximate Bayesian computation with discriminative summary statistics learning.
PLoS Comput. Biol.
Ritabrata Dutta, Karim Zouaoui Boudjeltia, Christos Kotsalos, Alexandre Rousseau, Daniel Ribeiro de Sousa, Jean-Marc Desmet, Alain Van Meerhaeghe, Antonietta Mira, Bastien Chopard
2022 — conf
RSTGen: Imbuing Fine-Grained Interpretable Control into Long-FormText Generators.
NAACL-HLT
Rilwan Adewoyin, Ritabrata Dutta, Yulan He
2022 J jnl
RSTGen: Imbuing Fine-Grained Interpretable Control into Long-FormText Generators.
CoRR
Rilwan A. Adewoyin, Ritabrata Dutta, Yulan He
2022 J jnl
Score Matched Neural Exponential Families for Likelihood-Free Inference.
J. Mach. Learn. Res.
Lorenzo Pacchiardi, Ritabrata Dutta
2021 J jnl
ABCpy: A High-Performance Computing Perspective to Approximate Bayesian Computation.
J. Stat. Softw.
Ritabrata Dutta, Marcel Schöngens, Lorenzo Pacchiardi, Avinash Ummadisingu, Nicole Widmer, Pierre Künzli, Jukka-Pekka Onnela, Antonietta Mira
2021 J jnl
Probabilistic Forecasting with Conditional Generative Networks via Scoring Rule Minimization.
CoRR
Lorenzo Pacchiardi, Rilwan Adewoyin, Peter Dueben, Ritabrata Dutta
2021 J jnl
TRU-NET: a deep learning approach to high resolution prediction of rainfall.
Mach. Learn.
Rilwan A. Adewoyin, Peter Dueben, Peter Watson, Yulan He, Ritabrata Dutta
2021 J jnl
Using mobility data in the design of optimal lockdown strategies for the COVID-19 pandemic.
PLoS Comput. Biol.
Ritabrata Dutta, Susana N. Gomes, Dante Kalise, Lorenzo Pacchiardi
2020 J jnl
TRU-NET: A Deep Learning Approach to High Resolution Prediction of Rainfall.
CoRR
Rilwan Adewoyin, Peter Dueben, Peter Watson, Yulan He, Ritabrata Dutta
2018 J jnl
Likelihood-free inference via classification.
Stat. Comput.
Michael U. Gutmann, Ritabrata Dutta, Samuel Kaski, Jukka Corander
2017 — conf
ABCpy: A User-Friendly, Extensible, and Parallel Library for Approximate Bayesian Computation.
PASC
Ritabrata Dutta, Marcel Schöngens, Jukka-Pekka Onnela, Antonietta Mira
2016 J jnl
Modelling-based experiment retrieval: a case study with gene expression clustering.
Bioinform.
Paul Blomstedt, Ritabrata Dutta, Sohan Seth, Alvis Brazma, Samuel Kaski
2015 J jnl
Modelling-based experiment retrieval: A case study with gene expression clustering.
CoRR
Paul Blomstedt, Ritabrata Dutta, Sohan Seth, Alvis Brazma, Samuel Kaski
2013 J jnl
Retrieval of Experiments with Sequential Dirichlet Process Mixtures in Model Space.
CoRR
Ritabrata Dutta, Sohan Seth, Samuel Kaski