Adith Swaminathan
Netflix (United States)(US)
Publications by Year
Research Areas
Advanced Bandit Algorithms Research, Reinforcement Learning in Robotics, Topic Modeling, Machine Learning and Algorithms, Optimization and Search Problems
Most-Cited Works
- → Unbiased Learning-to-Rank with Biased Feedback(2017)508 cited
- The self-normalized estimator for counterfactual learning(2015)
- Batch learning from logged bandit feedback through counterfactual risk minimization(2015)
- → Recommendations as Treatments: Debiasing Learning and Evaluation(2016)143 cited
- → Counterfactual Risk Minimization: Learning from Logged Bandit Feedback(2015)124 cited
- → Temporal corpus summarization using submodular word coverage(2012)70 cited
- Deep Learning with Logged Bandit Feedback(2018)
- → Counterfactual Risk Minimization(2015)68 cited
- → Counterfactual Evaluation and Learning for Search, Recommendation and Ad Placement(2016)57 cited
- → Active Learning for ML Enhanced Database Systems(2020)53 cited