Concepedia

Amin Jaber

AJ

4

Publications

85

Citations

4

H-Index

2019

Active since

Affiliations

Purdue University West Lafayette(Current)

IBM (United States)

Amin Jaber is an author at Purdue University West Lafayette specializing in causal inference, causal reasoning, and public health.

Top concepts

EngineeringPublic HealthCausal InferenceCausal ReasoningStatisticsData ScienceAutomated ReasoningStatistical InferenceProbabilityCausal Structure

Publications per year

2019–2020

4

Publications

4

Characterization and Learning of Causal Graphs with Latent Variables from Soft Interventions

Murat Kocaoglu, Amin Jaber, Karthikeyan Shanmugam et al. · Neural Information Processing Systems · 2019 · 23 citations

Engineering, Causal Graphs, Causal Relation Extraction +18

Causal Discovery from Soft Interventions with Unknown Targets: Characterization and Learning

Amin Jaber, Murat Kocaoglu, Karthikeyan Shanmugam et al. · Neural Information Processing Systems · 2020 · 23 citations

Engineering, Soft Interventions, Data Science +13

Causal Identification under Markov Equivalence: Completeness Results

Amin Jaber, Jiji Zhang, Elias Bareinboim · International Conference on Machine Learning · 2019 · 21 citations

Engineering, Automated Reasoning, Causal Identification +6

On Causal Identification under Markov Equivalence

Amin Jaber, Jiji Zhang, Elias Bareinboim · 2019 · 18 citations · Full text

Partial Ancestral Graph, Engineering, Causal Relation Extraction +17

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