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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 Results on robustness when rows are duplicated have been superseded by 

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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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