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Zachary C. Lipton

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Characterizing Datapoints via Second-Split Forgetting

Oct 26, 2022
Pratyush Maini, Saurabh Garg, Zachary C. Lipton, J. Zico Kolter

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Data drift correction via time-varying importance weight estimator

Oct 04, 2022
Rasool Fakoor, Jonas Mueller, Zachary C. Lipton, Pratik Chaudhari, Alexander J. Smola

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Downstream Datasets Make Surprisingly Good Pretraining Corpora

Sep 28, 2022
Kundan Krishna, Saurabh Garg, Jeffrey P. Bigham, Zachary C. Lipton

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On the State of the Art in Authorship Attribution and Authorship Verification

Sep 14, 2022
Jacob Tyo, Bhuwan Dhingra, Zachary C. Lipton

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Learning Clinical Concepts for Predicting Risk of Progression to Severe COVID-19

Aug 28, 2022
Helen Zhou, Cheng Cheng, Kelly J. Shields, Gursimran Kochhar, Tariq Cheema, Zachary C. Lipton, Jeremy C. Weiss

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Unsupervised Learning under Latent Label Shift

Jul 26, 2022
Manley Roberts, Pranav Mani, Saurabh Garg, Zachary C. Lipton

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Domain Adaptation under Open Set Label Shift

Jul 26, 2022
Saurabh Garg, Sivaraman Balakrishnan, Zachary C. Lipton

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Supervised Learning with General Risk Functionals

Jun 27, 2022
Liu Leqi, Audrey Huang, Zachary C. Lipton, Kamyar Azizzadenesheli

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On the Maximum Hessian Eigenvalue and Generalization

Jun 21, 2022
Simran Kaur, Jeremy Cohen, Zachary C. Lipton

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Resolving the Human Subjects Status of Machine Learning's Crowdworkers

Jun 08, 2022
Divyansh Kaushik, Zachary C. Lipton, Alex John London

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