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Madeleine Udell

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TenIPS: Inverse Propensity Sampling for Tensor Completion

Jan 01, 2021
Chengrun Yang, Lijun Ding, Ziyang Wu, Madeleine Udell

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Low-Rank Tensor Recovery with Euclidean-Norm-Induced Schatten-p Quasi-Norm Regularization

Dec 07, 2020
Jicong Fan, Lijun Ding, Chengrun Yang, Madeleine Udell

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Impact of Accuracy on Model Interpretations

Nov 17, 2020
Brian Liu, Madeleine Udell

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Online Missing Value Imputation and Correlation Change Detection for Mixed-type Data via Gaussian Copula

Sep 25, 2020
Yuxuan Zhao, Eric Landgrebe, Eliot Shekhtman, Madeleine Udell

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An Information-Theoretic Approach to Persistent Environment Monitoring Through Low Rank Model Based Planning and Prediction

Sep 02, 2020
Elizabeth A. Ricci, Madeleine Udell, Ross A. Knepper

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Approximate Cross-Validation with Low-Rank Data in High Dimensions

Aug 24, 2020
William T. Stephenson, Madeleine Udell, Tamara Broderick

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$k$FW: A Frank-Wolfe style algorithm with stronger subproblem oracles

Jun 29, 2020
Lijun Ding, Jicong Fan, Madeleine Udell

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Matrix Completion with Quantified Uncertainty through Low Rank Gaussian Copula

Jun 18, 2020
Yuxuan Zhao, Madeleine Udell

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Learning to Solve Combinatorial Optimization Problems on Real-World Graphs in Linear Time

Jun 12, 2020
Iddo Drori, Anant Kharkar, William R. Sickinger, Brandon Kates, Qiang Ma, Suwen Ge, Eden Dolev, Brenda Dietrich, David P. Williamson, Madeleine Udell

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Efficient AutoML Pipeline Search with Matrix and Tensor Factorization

Jun 07, 2020
Chengrun Yang, Jicong Fan, Ziyang Wu, Madeleine Udell

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