Vibhav G Gogate
6 papers · 2014–2015 · 1 venue · across top CS/AI venues
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Achievements
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Interdisciplinary Bridge Β· Silver
πΊοΈ
Taxonomy Completionist
(21)
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Hot Topic Early Bird
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Keyword Champion
(4)
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Trend Setter
Venues
Top co-authors
Research topics
Artificial Intelligence
(6)
Machine Learning
(6)
Bayesian & Probabilistic Β· Artificial Intelligence
(6)
Core AI
(6)
Optimization & Theory
(6)
Bayesian & Probabilistic Β· Machine Learning
(5)
Core Methods
(4)
Knowledge & Reasoning
(3)
Reasoning
(3)
Mathematics & Optimization
(2)
Optimization
(2)
Learning Types
(1)
Representation
(1)
Keywords
lifted inference
(6)
markov logic network
(5)
map inference
(4)
maximum a posteriori inference
(4)
probabilistic inference
(3)
graphical model
(3)
statistical relational model
(2)
importance sampling
(2)
first-order logic
(2)
probabilistic graphical model
(2)
and/or search space
(1)
search algorithm
(1)
search space
(1)
symmetry detection
(1)
integer linear program
(1)
probabilistic logical model
(1)
weighted first-order logic
(1)
constraint language
(1)
propositional space
(1)
integer polynomial program
(1)
Papers
Bounding the Cost of Search-Based Lifted Inference
NeurIPS 2015
Fast Lifted MAP Inference via Partitioning
NeurIPS 2015
Lifted Inference Rules With Constraints
NeurIPS 2015
An Integer Polynomial Programming Based Framework for Lifted MAP Inference
NeurIPS 2014
New Rules for Domain Independent Lifted MAP Inference
NeurIPS 2014
Scaling-up Importance Sampling for Markov Logic Networks
NeurIPS 2014