Julie Nutini

Publication Activity (10 Years)

Years Active: 2013-2022
Publications (10 Years): 9

Top Topics

Structural Engineering

Random Selection

Optimization Methods

Convergence Rate

Top Venues

J. Mach. Learn. Res.

Publications

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 (2022)
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) (2019)
Yifan Sun, Halyun Jeong, Julie Nutini, Mark Schmidt
Are we there yet? Manifold identification of gradient-related proximal methods. AISTATS (2019)
Hamed Karimi, Julie Nutini, Mark Schmidt
Linear Convergence of Gradient and Proximal-Gradient Methods Under the Polyak-Łojasiewicz Condition. ECML/PKDD (1) (2016)
Hamed Karimi, Julie Nutini, Mark Schmidt
Linear Convergence of Gradient and Proximal-Gradient Methods Under the Polyak-Łojasiewicz Condition. CoRR (2016)
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 (2016)
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)
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)
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 (2015)
Warren L. Hare, Julie Nutini
A derivative-free approximate gradient sampling algorithm for finite minimax problems. Comput. Optim. Appl. 56 (1) (2013)
Warren L. Hare, Julie Nutini, Solomon Tesfamariam
A survey of non-gradient optimization methods in structural engineering. Adv. Eng. Softw. 59 (2013)