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Zachary C. Lipton

Carnegie Mellon University
University of California, San Diego

199

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9253

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Leveraging Unlabeled Data to Predict Out-of-Distribution Performance.

2022 CoRR
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Can Transformers be Strong Treatment Effect Estimators?

2022 CoRR
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Off-Policy Risk Assessment for Markov Decision Processes.

2022 AISTATS | International Conference on Artificial Intelligence and Statistics
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Modeling Attrition in Recommender Systems with Departing Bandits.

2022 CoRR
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Homophily and Incentive Effects in Use of Algorithms.

2022 CoRR
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Generating SOAP Notes from Doctor-Patient Conversations Using Modular Summarization Techniques

2021 ACL | Meeting of the Association for Computational Linguistics
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The Impact of Algorithmic Risk Assessments on Human Predictions and its Analysis via Crowdsourcing Studies.

2021 arXiv: Human-Computer Interaction
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Does Pretraining for Summarization Require Knowledge Transfer

2021 EMNLP | Empirical Methods in Natural Language Processing
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On the Validity of Arrest as a Proxy for Offense: Race and the Likelihood of Arrest for Violent Crimes.

2021 arXiv: Applications
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RATT: Leveraging Unlabeled Data to Guarantee Generalization

2021 ICML | International Conference on Machine Learning
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