Praveen Venkatesh
4 papers · 2019–2023 · 2 venues · across top CS/AI venues
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Achievements
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Conference Polyglot ยท Bronze
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Interdisciplinary Bridge ยท Silver
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Taxonomy Completionist
(11)
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The Questioner
Venues
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Research topics
Keywords
information theory
(3)
partial information decomposition
(2)
algorithmic fairness
(1)
multivariate gaussian
(1)
graph theory
(1)
community detection
(1)
hypothesis testing
(1)
graph inference
(1)
bias correction
(1)
signal-to-noise ratio
(1)
stochastic block model
(1)
counterfactual reasoning
(1)
bias reduction
(1)
counterfactual fairness
(1)
information flow
(1)
synergistic information
(1)
discrimination quantification
(1)
exempt feature
(1)
redundant information
(1)
sparse regime
(1)
Papers
Gaussian Partial Information Decomposition: Bias Correction and Application to High-dimensional Data
NeurIPS 2023
Can Information Flows Suggest Targets for Interventions in Neural Circuits?
NeurIPS 2021
An Information-Theoretic Quantification of Discrimination with Exempt Features
AAAI 2020
Efficient Near-Optimal Testing of Community Changes in Balanced Stochastic Block Models
NeurIPS 2019