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ORCIDJulie Nutini
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Journal Articles
- 2022
[j4]Julie Nutini, Issam H. Laradji, Mark Schmidt:
Let's Make Block Coordinate Descent Converge Faster: Faster Greedy Rules, Message-Passing, Active-Set Complexity, and Superlinear Convergence. J. Mach. Learn. Res. 23: 131:1-131:74 (2022)- 2019
- [j3]Julie Nutini, Mark Schmidt, Warren L. Hare:
"Active-set complexity" of proximal gradient: How long does it take to find the sparsity pattern? Optim. Lett. 13(4): 645-655 (2019) - 2013
- [j2]Warren L. Hare, Julie Nutini, Solomon Tesfamariam:
A survey of non-gradient optimization methods in structural engineering. Adv. Eng. Softw. 59: 19-28 (2013) - [j1]Warren L. Hare, Julie Nutini:
A derivative-free approximate gradient sampling algorithm for finite minimax problems. Comput. Optim. Appl. 56(1): 1-38 (2013)
Conference and Workshop Papers
- 2019
- [c4]Yifan Sun, Halyun Jeong, Julie Nutini, Mark Schmidt:
Are we there yet? Manifold identification of gradient-related proximal methods. AISTATS 2019: 1110-1119 - 2016
- [c3]Hamed Karimi, Julie Nutini, Mark Schmidt:
Linear Convergence of Gradient and Proximal-Gradient Methods Under the Polyak-Łojasiewicz Condition. ECML/PKDD (1) 2016: 795-811 - [c2]Julie Nutini, Behrooz Sepehry, Issam H. Laradji, Mark Schmidt, Hoyt A. Koepke, Alim Virani:
Convergence Rates for Greedy Kaczmarz Algorithms, and Randomized Kaczmarz Rules Using the Orthogonality Graph. UAI 2016 - 2015
- [c1]Julie Nutini, Mark Schmidt, Issam H. Laradji, Michael P. Friedlander, Hoyt A. Koepke:
Coordinate Descent Converges Faster with the Gauss-Southwell Rule Than Random Selection. ICML 2015: 1632-1641
Informal and Other Publications
- 2016
- [i3]Hamed Karimi, Julie Nutini, Mark Schmidt:
Linear Convergence of Gradient and Proximal-Gradient Methods Under the Polyak-Łojasiewicz Condition. CoRR abs/1608.04636 (2016) - [i2]Julie Nutini, Behrooz Sepehry, Issam H. Laradji, Mark Schmidt, Hoyt A. Koepke, Alim Virani:
Convergence Rates for Greedy Kaczmarz Algorithms, and Faster Randomized Kaczmarz Rules Using the Orthogonality Graph. CoRR abs/1612.07838 (2016) - 2015
- [i1]Julie Nutini, Mark Schmidt, Issam H. Laradji, Michael P. Friedlander, Hoyt A. Koepke:
Coordinate Descent Converges Faster with the Gauss-Southwell Rule Than Random Selection. CoRR abs/1506.00552 (2015)
Coauthor Index
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