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Madeleine Udell

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

Jun 06, 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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Robust Non-Linear Matrix Factorization for Dictionary Learning, Denoising, and Clustering

May 04, 2020
Jicong Fan, Chengrun Yang, Madeleine Udell

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On the regularity and conditioning of low rank semidefinite programs

Feb 25, 2020
Lijun Ding, Madeleine Udell

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Online high rank matrix completion

Feb 20, 2020
Jicong Fan, Madeleine Udell

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Polynomial Matrix Completion for Missing Data Imputation and Transductive Learning

Dec 15, 2019
Jicong Fan, Yuqian Zhang, Madeleine Udell

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Factor Group-Sparse Regularization for Efficient Low-Rank Matrix Recovery

Nov 18, 2019
Jicong Fan, Lijun Ding, Yudong Chen, Madeleine Udell

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AutoML using Metadata Language Embeddings

Oct 08, 2019
Iddo Drori, Lu Liu, Yi Nian, Sharath C. Koorathota, Jie S. Li, Antonio Khalil Moretti, Juliana Freire, Madeleine Udell

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"Why Should You Trust My Explanation?" Understanding Uncertainty in LIME Explanations

Jun 04, 2019
Yujia Zhang, Kuangyan Song, Yiming Sun, Sarah Tan, Madeleine Udell

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SysML: The New Frontier of Machine Learning Systems

May 01, 2019
Alexander Ratner, Dan Alistarh, Gustavo Alonso, David G. Andersen, Peter Bailis, Sarah Bird, Nicholas Carlini, Bryan Catanzaro, Jennifer Chayes, Eric Chung, Bill Dally, Jeff Dean, Inderjit S. Dhillon, Alexandros Dimakis, Pradeep Dubey, Charles Elkan, Grigori Fursin, Gregory R. Ganger, Lise Getoor, Phillip B. Gibbons, Garth A. Gibson, Joseph E. Gonzalez, Justin Gottschlich, Song Han, Kim Hazelwood, Furong Huang, Martin Jaggi, Kevin Jamieson, Michael I. Jordan, Gauri Joshi, Rania Khalaf, Jason Knight, Jakub Konečný, Tim Kraska, Arun Kumar, Anastasios Kyrillidis, Aparna Lakshmiratan, Jing Li, Samuel Madden, H. Brendan McMahan, Erik Meijer, Ioannis Mitliagkas, Rajat Monga, Derek Murray, Kunle Olukotun, Dimitris Papailiopoulos, Gennady Pekhimenko, Theodoros Rekatsinas, Afshin Rostamizadeh, Christopher Ré, Christopher De Sa, Hanie Sedghi, Siddhartha Sen, Virginia Smith, Alex Smola, Dawn Song, Evan Sparks, Ion Stoica, Vivienne Sze, Madeleine Udell, Joaquin Vanschoren, Shivaram Venkataraman, Rashmi Vinayak, Markus Weimer, Andrew Gordon Wilson, Eric Xing, Matei Zaharia, Ce Zhang, Ameet Talwalkar

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