Vaidyanathan Peruvemba Ramaswamy
5 papers · 2021–2026 · 3 conferences · across top CS/AI conferences
Achievements
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π Conference Polyglot (3) π Academic Marathon (5) π Interdisciplinary Bridge πΊοΈ Taxonomy Completionist (11) π§ Keyword Pioneer
π
Cross-Pollinator
(14)
Conferences
AAAI (2)
UAI (2)
NIPS (1)
Keywords
bayesian network
(3)
structure learning
(3)
exact inference
(1)
constraint satisfaction
(1)
marginal probability
(1)
determinantal point process
(1)
inference algorithm
(1)
probabilistic circuit
(1)
directed acyclic graph
(1)
heuristic method
(1)
constraint programming
(1)
probabilistic generating circuit
(1)
large language model
(1)
expert constraint
(1)
exact method
(1)
streamlining constraint
(1)
probabilistic inference
(1)
Papers
Generating Streamlining Constraints with Large Language Models (Abstract Reprint)
AAAI 2026
On inference and learning with probabilistic generating circuits
UAI 2023
Learning large Bayesian networks with expert constraints
UAI 2022
Learning Fast-Inference Bayesian Networks
NIPS 2021
Turbocharging Treewidth-Bounded Bayesian Network Structure Learning
AAAI 2021