Rahul G Krishnan
9 papers · 2015–2025 · 4 venues · across top CS/AI venues
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π Conference Polyglot Β· Bronze π Academic Marathon Β· Half π Interdisciplinary Bridge Β· Gold πΊοΈ Taxonomy Completionist (35) π Renaissance Researcher (6)
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causal inference
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sequential decision making
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Papers
Agentic Medical Knowledge Graphs Enhance Medical Question Answering: Bridging the Gap Between LLMs and Evolving Medical Knowledge
EMNLP 2025
End-To-End Causal Effect Estimation from Unstructured Natural Language Data
NeurIPS 2024
Sequential Decision Making with Expert Demonstrations under Unobserved Heterogeneity
NeurIPS 2024
A Learning Based Hypothesis Test for Harmful Covariate Shift
ICLR 2023
Anamnesic Neural Differential Equations with Orthogonal Polynomial Projections
ICLR 2023
Copula-based deep survival models for dependent censoring
UAI 2023
Structured Neural Networks for Density Estimation and Causal Inference
NeurIPS 2023
Partial Identification of Treatment Effects with Implicit Generative Models
NeurIPS 2022
Barrier Frank-Wolfe for Marginal Inference
NeurIPS 2015