Concepedia

Adith Swaminathan

AS

Statistics

Publications

23

Citations

1.8K

H-Index

18

Active since

2012

Affiliations

Cornell University(Current)

Microsoft (United States)

Microsoft Research (United Kingdom)

Stanford University

Adith Swaminathan is an author at Cornell University specializing in engineering, data science, and computer science.

Top concepts

EngineeringData ScienceComputer ScienceMachine LearningPredictive AnalyticsKnowledge DiscoveryManagementArtificial IntelligenceStatisticsDecision Theory

Publications per year

2012–2024

23

Publications

23

Unbiased Learning-to-Rank with Biased Feedback

Thorsten Joachims, Adith Swaminathan, Tobias Schnabel · 2017 · 502 citations · Full text

Artificial Intelligence, Ranking Algorithm, Engineering +16

The self-normalized estimator for counterfactual learning

Adith Swaminathan, Thorsten Joachims · 2015 · 200 citations

Batch learning from logged bandit feedback through counterfactual risk minimization

Adith Swaminathan, Thorsten Joachims · Journal of Machine Learning Research · 2015 · 186 citations

Artificial Intelligence, Engineering, Machine Learning +17

Recommendations as Treatments: Debiasing Learning and Evaluation

Tobias Schnabel, Adith Swaminathan, Ashudeep Singh et al. · arXiv (Cornell University) · 2016 · 142 citations · Full text

Engineering, Machine Learning, Behavioral Decision Making +20

Counterfactual Risk Minimization: Learning from Logged Bandit Feedback

Adith Swaminathan, Thorsten Joachims · arXiv (Cornell University) · 2015 · 124 citations · Full text

Artificial Intelligence, Engineering, Machine Learning +22

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