Praveen Venkatesh
4 papers · 2019–2023 · 2 conferences · across top CS/AI conferences
Achievements
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πΊοΈ Taxonomy Completionist (12) π Conference Polyglot (2) π Interdisciplinary Bridge π Cross-Pollinator (15) π§ Keyword Pioneer
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Hot Topic Early Bird
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The Questioner
Conferences
NIPS (3)
AAAI (1)
Top co-authors
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
NIPS 2023
Can Information Flows Suggest Targets for Interventions in Neural Circuits?
NIPS 2021
An Information-Theoretic Quantification of Discrimination with Exempt Features
AAAI 2020
Efficient Near-Optimal Testing of Community Changes in Balanced Stochastic Block Models
NIPS 2019