Reimagining the machine learning life cycle to improve educational outcomes of students von Liu, Lydia T, Wang, Serena, Britton, Tolani, Abebe, Rediet

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Steerable ePCA: Rotationally Invariant Exponential Family PCA von Zhao, Zhizhen, Liu, Lydia T., Singer, Amit

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ePCA: HIGH DIMENSIONAL EXPONENTIAL FAMILY PCA von Liu, Lydia T., Dobriban, Edgar, Singer, Amit

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Bandit Learning in Decentralized Matching Markets von Liu, Lydia T., Ruan, Feng, Mania, Horia, Jordan, Michael I.

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e$PCA: High dimensional exponential family PCA von Liu, Lydia T., Dobriban, Edgar, Singer, Amit

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Evaluating Fairness in Black-box Algorithmic Markets: A Case Study of Ride Sharing in Chicago von Liu, Yuhan, Zheng, Yuhan, Zhang, Siyuan, Liu, Lydia T

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Le Sujet Digital von Bourassa, Renée, Cassou-Noguès, Pierre, Hayles, N. Katherine, Larsonneur, Claire, Le Cor, Gwen, Liu, Lydia H, Mechoulan, Éric, O’Gorman, Marcel, Regnauld, Arnaud, Salanskis, Jean-Michel, Sebbah, François-David, Smith, Dominic, Stiegler, Bernard, Vanderhaeghe, Stéphane, Vauday, Patrick

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On the Actionability of Outcome Prediction von Liu, Lydia T, Barocas, Solon, Kleinberg, Jon, Levy, Karen

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Strategic Ranking von Liu, Lydia T, Garg, Nikhil, Borgs, Christian

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Lost in Translation: Reimagining the Machine Learning Life Cycle in Education von Liu, Lydia T, Wang, Serena, Britton, Tolani, Abebe, Rediet

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Evaluating Fairness in Black-box Algorithmic Markets: A Case Study of Ride Sharing in Chicago von Liu, Yuhan, Zheng, Yuhan, Zhang, Siyuan, Liu, Lydia T

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Bandit Learning in Decentralized Matching Markets von Liu, Lydia T, Ruan, Feng, Mania, Horia, Jordan, Michael I

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Steerable $e$PCA: Rotationally Invariant Exponential Family PCA von Zhao, Zhizhen, Liu, Lydia T, Singer, Amit

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The implicit fairness criterion of unconstrained learning von Liu, Lydia T, Simchowitz, Max, Hardt, Moritz

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Strategic Ranking von Liu, Lydia T, Garg, Nikhil, Borgs, Christian

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On the Actionability of Outcome Prediction von Liu, Lydia T, Barocas, Solon, Kleinberg, Jon, Levy, Karen

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Competing Bandits in Matching Markets von Liu, Lydia T, Mania, Horia, Jordan, Michael I

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Lost in Translation: Reimagining the Machine Learning Life Cycle in Education von Liu, Lydia T, Wang, Serena, Tolani Britton, Abebe, Rediet

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e$PCA: High Dimensional Exponential Family PCA von Liu, Lydia T, Dobriban, Edgar, Singer, Amit

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Balancing Competing Objectives with Noisy Data: Score-Based Classifiers for Welfare-Aware Machine Learning von Rolf, Esther, Simchowitz, Max, Dean, Sarah, Liu, Lydia T, Björkegren, Daniel, Hardt, Moritz, Blumenstock, Joshua

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