Dutta, Ritabrata
- Likelihood-free inference by ratio estimation
2016/11/30 by Thomas, Owen, Dutta, Ritabrata, Corander, Jukka +2 · 13 citations
#Computation (stat.CO) #FOS: Computer and information sciences #Machine Learning (stat.ML) #Methodology (stat.ME)
- Quasi-Bayes meets Vines
2024/06/18 by Huk, David, Zhang, Yuanhe, Steel, Mark +1 · 1 voice · 3 citations
#62G07 #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning (stat.ML)
- TRU-NET: A Deep Learning Approach to High Resolution Prediction of Rainfall
2020/08/20 by Adewoyin, Rilwan, Dueben, Peter, Watson, Peter +2 · 1 citation
#Computational Engineering #FOS: Computer and information sciences #Finance #Machine Learning (cs.LG) #and Science (cs.CE)
- Your copula is a classifier in disguise: classification-based copula density estimation
2024/11/05 by David Huk, Huk, David, Mark F. J. Steel +3 · 3 citations
Computer Science · #FOS: Computer and information sciences #Machine Learning (stat.ML) #Methodology (stat.ME) #Time Series Analysis and Forecasting
- Likelihood-free inference via classification
2014/07/18 by Michael U. Gutmann, Gutmann, Michael U., Ritabrata Dutta +5 · 1 citation
Computer Science · Mathematics · #Bayesian Methods and Mixture Models #Computation (stat.CO) #FOS: Computer and information sciences #Gaussian Processes and Bayesian Inference #Machine Learning (stat.ML) #Markov Chains and Monte Carlo Methods #Methodology (stat.ME)
- Generalized Bayesian deep reinforcement learning
2024/12/16 by S. Roy, Shreya Sinha Roy, Roy, Shreya Sinha +6 · 1 voice · 2 citations
Computer Science · #Reinforcement Learning in Robotics #cs.LG #stat.ME #stat.ML
- Probabilistic Rainfall Downscaling: Joint Generalized Neural Models with Censored Spatial Gaussian Copula
2023/08/18 by David Huk, Rilwan A. Adewoyin, Huk, David +3 · 1 citation
Environmental Science · #Climate variability and models #FOS: Computer and information sciences #Hydrology and Drought Analysis #Hydrology and Watershed Management Studies #Methodology (stat.ME)