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Bootleg: Chasing the Tail with Self-Supervised Named Entity Disambiguation


Oct 23, 2020
Laurel Orr, Megan Leszczynski, Simran Arora, Sen Wu, Neel Guha, Xiao Ling, Christopher Re


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Leveraging Organizational Resources to Adapt Models to New Data Modalities


Aug 23, 2020
Sahaana Suri, Raghuveer Chanda, Neslihan Bulut, Pradyumna Narayana, Yemao Zeng, Peter Bailis, Sugato Basu, Girija Narlikar, Christopher Re, Abishek Sethi

* PVLDB,13(12): 3396-3410, 2020 

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HiPPO: Recurrent Memory with Optimal Polynomial Projections


Aug 17, 2020
Albert Gu, Tri Dao, Stefano Ermon, Atri Rudra, Christopher Re


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Scene Graph Prediction with Limited Labels


Apr 25, 2019
Vincent S. Chen, Paroma Varma, Ranjay Krishna, Michael Bernstein, Christopher Re, Li Fei-Fei

* 10 pages, 9 figures 

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Infrastructure for Usable Machine Learning: The Stanford DAWN Project


Jun 09, 2017
Peter Bailis, Kunle Olukotun, Christopher Re, Matei Zaharia


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Factoring nonnegative matrices with linear programs


Feb 02, 2013
Victor Bittorf, Benjamin Recht, Christopher Re, Joel A. Tropp

* 17 pages, 10 figures. Modified theorem statement for robust recovery conditions. Revised proof techniques to make arguments more elementary. Results on robustness when rows are duplicated have been superseded by arxiv.org/1211.6687 

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Beneath the valley of the noncommutative arithmetic-geometric mean inequality: conjectures, case-studies, and consequences


Feb 19, 2012
Benjamin Recht, Christopher Re

* 25 pages, 6 figures 

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HOGWILD!: A Lock-Free Approach to Parallelizing Stochastic Gradient Descent


Nov 11, 2011
Feng Niu, Benjamin Recht, Christopher Re, Stephen J. Wright

* 22 pages, 10 figures 

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