Vaidyanathan Peruvemba Ramaswamy
5 papers · 2021–2026 · 3 venues · across top CS/AI venues
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Achievements
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🌍
Conference Polyglot · Bronze
🏃
Academic Marathon · Sprint
🌉
Interdisciplinary Bridge · Bronze
🗺️
Taxonomy Completionist
(10)
Venues
Research topics
Artificial Intelligence
(4)
Machine Learning
(4)
Bayesian & Probabilistic · Artificial Intelligence
(4)
Optimization & Theory
(4)
Bayesian & Probabilistic · Machine Learning
(2)
Mathematics & Optimization
(1)
Natural Language Processing
(1)
Core AI
(1)
Learning Types
(1)
Optimization
(1)
Resources & Methods
(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
NeurIPS 2021
Turbocharging Treewidth-Bounded Bayesian Network Structure Learning
AAAI 2021