Rahul G Krishnan
9 papers · 2015–2025 · 4 conferences · across top CS/AI conferences
Achievements
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π§ Keyword Pioneer π Conference Polyglot (4) π Academic Marathon (10) π Cross-Pollinator (11) π Renaissance Researcher (7)
πΊοΈ
Taxonomy Completionist
(30)
π
Interdisciplinary Bridge
π
Keyword Champion
Conferences
NIPS (5)
ICLR (2)
EMNLP (1)
UAI (1)
Top co-authors
Keywords
causal inference
(3)
large language model
(2)
zero-shot learning
(1)
bayesian inference
(1)
natural language processing
(1)
density estimation
(1)
text mining
(1)
knowledge graph
(1)
causal effect estimation
(1)
posterior sampling
(1)
map inference
(1)
marginal inference
(1)
survival analysis
(1)
natural language
(1)
bayesian regret
(1)
sequential decision making
(1)
bayesian network
(1)
graphical model
(1)
empirical baye
(1)
variational inference
(1)
Papers
Agentic Medical Knowledge Graphs Enhance Medical Question Answering: Bridging the Gap Between LLMs and Evolving Medical Knowledge
EMNLP 2025
Sequential Decision Making with Expert Demonstrations under Unobserved Heterogeneity
NIPS 2024
End-To-End Causal Effect Estimation from Unstructured Natural Language Data
NIPS 2024
Copula-based deep survival models for dependent censoring
UAI 2023
Structured Neural Networks for Density Estimation and Causal Inference
NIPS 2023
Anamnesic Neural Differential Equations with Orthogonal Polynomial Projections
ICLR 2023
A Learning Based Hypothesis Test for Harmful Covariate Shift
ICLR 2023
Partial Identification of Treatment Effects with Implicit Generative Models
NIPS 2022
Barrier Frank-Wolfe for Marginal Inference
NIPS 2015