Ritabrata Dutta
6 papers · 2022–2026 · 4 venues · across top CS/AI venues
Authors are matched by name, so researchers who share a name ("Yang Liu", "Wei Wang") appear as a single profile and their paper counts, venues and achievements are combined. How identity is handled.
Achievements
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🌍
Conference Polyglot · Bronze
🌉
Interdisciplinary Bridge · Bronze
🗺️
Taxonomy Completionist
(18)
🐣
Hot Topic Early Bird
Venues
Top co-authors
Research topics
Machine Learning
(5)
Artificial Intelligence
(4)
Deep Learning
(3)
Bayesian & Probabilistic · Machine Learning
(3)
Optimization & Theory
(3)
Bayesian & Probabilistic · Artificial Intelligence
(2)
Core Methods
(2)
Learning Types · Deep Learning
(2)
Mathematics & Optimization
(1)
Natural Language Processing
(1)
Core AI
(1)
Generation
(1)
Learning Paradigms
(1)
Learning Types · Machine Learning
(1)
Models
(1)
Keywords
scoring rule
(2)
density estimation
(1)
likelihood-free inference
(1)
posterior sampling
(1)
markov chain monte carlo
(1)
time series
(1)
nonparametric statistics
(1)
density ratio estimation
(1)
maximum likelihood estimation
(1)
weather prediction
(1)
score matching
(1)
gaussian copula
(1)
multivariate prediction
(1)
approximate bayesian computation
(1)
generative model
(1)
latent variable
(1)
deep neural network
(1)
quasi-bayesian method
(1)
vine copula
(1)
controllable generation
(1)
Papers
Probabilistic Rainfall Downscaling: Joint Generalized Neural Models with Censored Spatial Gaussian Copula
JMLR 2026
Your copula is a classifier in disguise: classification-based copula density estimation
AISTATS 2025
Probabilistic Forecasting with Generative Networks via Scoring Rule Minimization
JMLR 2024
Quasi-Bayes meets Vines
NeurIPS 2024
RSTGen: Imbuing Fine-Grained Interpretable Control into Long-FormText Generators
NAACL 2022
Score Matched Neural Exponential Families for Likelihood-Free Inference
JMLR 2022