Ritabrata Dutta
5 papers · 2022–2025 · 4 conferences · across top CS/AI conferences
Achievements
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π Interdisciplinary Bridge π§ Keyword Pioneer π Conference Polyglot (4) π Cross-Pollinator (9) π Renaissance Researcher (5)
πΊοΈ
Taxonomy Completionist
(14)
π£
Hot Topic Early Bird
Conferences
JMLR (2)
AISTATS (1)
NAACL (1)
NIPS (1)
Top co-authors
Keywords
bayesian inference
(1)
density estimation
(1)
likelihood-free inference
(1)
posterior sampling
(1)
markov chain monte carlo
(1)
time series
(1)
weather prediction
(1)
score matching
(1)
non-parametric statistics
(1)
multivariate prediction
(1)
approximate bayesian computation
(1)
generative model
(1)
latent variable
(1)
quasi-bayesian method
(1)
vine copula
(1)
controllable generation
(1)
probabilistic forecasting
(1)
predictive distribution
(1)
scoring rule
(1)
story generation
(1)
Papers
Your copula is a classifier in disguise: classification-based copula density estimation
AISTATS 2025
Quasi-Bayes meets Vines
NIPS 2024
Probabilistic Forecasting with Generative Networks via Scoring Rule Minimization
JMLR 2024
Score Matched Neural Exponential Families for Likelihood-Free Inference
JMLR 2022
RSTGen: Imbuing Fine-Grained Interpretable Control into Long-FormText Generators
NAACL 2022