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13 Results
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Workshop
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Fri 5:50 |
Invited Talk 1: Fairness and Causality with Missing Data Madeleine Udell |
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Poster
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Thu 14:00 |
Multivariate Time Series Imputation with Generative Adversarial Networks Yonghong Luo · Xiangrui Cai · Ying ZHANG · Jun Xu · Yuan xiaojie |
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Poster
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Thu 14:00 |
Efficient Convex Completion of Coupled Tensors using Coupled Nuclear Norms Kishan Wimalawarne · Hiroshi Mamitsuka |
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Poster
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Tue 14:00 |
Modeling Dynamic Missingness of Implicit Feedback for Recommendation Menghan Wang · Mingming Gong · Xiaolin Zheng · Kun Zhang |
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Poster
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Thu 7:45 |
Processing of missing data by neural networks Marek Śmieja · Łukasz Struski · Jacek Tabor · Bartosz Zieliński · Przemysław Spurek |
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Poster
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Thu 7:45 |
Causal Inference with Noisy and Missing Covariates via Matrix Factorization Nathan Kallus · Xiaojie Mao · Madeleine Udell |
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Poster
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Thu 14:00 |
A Reduction for Efficient LDA Topic Reconstruction Matteo Almanza · Flavio Chierichetti · Alessandro Panconesi · Andrea Vattani |
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Poster
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Tue 7:45 |
BRITS: Bidirectional Recurrent Imputation for Time Series Wei Cao · Dong Wang · Jian Li · Hao Zhou · Lei Li · Yitan Li |
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Poster
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Thu 14:00 |
Mixture Matrix Completion Daniel Pimentel-Alarcon |
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Poster
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Tue 7:45 |
Leveraging the Exact Likelihood of Deep Latent Variable Models Pierre-Alexandre Mattei · Jes Frellsen |
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Poster
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Thu 7:45 |
Theoretical guarantees for EM under misspecified Gaussian mixture models Raaz Dwivedi · nhật Hồ · Koulik Khamaru · Martin Wainwright · Michael Jordan |
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Poster
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Tue 14:00 |
Geometry Based Data Generation Ofir Lindenbaum · Jay Stanley · Guy Wolf · Smita Krishnaswamy |