Julie Nutini

According to our database, Julie Nutini authored at least 9 papers between 2013 and 2022.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2022

Let's Make Block Coordinate Descent Converge Faster: Faster Greedy Rules, Message-Passing, Active-Set Complexity, and Superlinear Convergence.

Julie Nutini, Issam H. Laradji, Mark Schmidt

J. Mach. Learn. Res., 2022

2019

"Active-set complexity" of proximal gradient: How long does it take to find the sparsity pattern?

Julie Nutini, Mark Schmidt, Warren L. Hare

Optim. Lett., 2019

Are we there yet? Manifold identification of gradient-related proximal methods.

Yifan Sun, Halyun Jeong, Julie Nutini, Mark Schmidt

Proceedings of the 22nd International Conference on Artificial Intelligence and Statistics, 2019

2016

Convergence Rates for Greedy Kaczmarz Algorithms, and Faster Randomized Kaczmarz Rules Using the Orthogonality Graph.

Julie Nutini, Behrooz Sepehry, Issam H. Laradji, Mark Schmidt, Hoyt A. Koepke, Alim Virani

CoRR, 2016

Convergence Rates for Greedy Kaczmarz Algorithms, and Randomized Kaczmarz Rules Using the Orthogonality Graph.

Julie Nutini, Behrooz Sepehry, Issam H. Laradji, Mark Schmidt, Hoyt A. Koepke, Alim Virani

Proceedings of the Thirty-Second Conference on Uncertainty in Artificial Intelligence, 2016

Linear Convergence of Gradient and Proximal-Gradient Methods Under the Polyak-Łojasiewicz Condition.

Hamed Karimi, Julie Nutini, Mark Schmidt

Proceedings of the Machine Learning and Knowledge Discovery in Databases, 2016

2015

Coordinate Descent Converges Faster with the Gauss-Southwell Rule Than Random Selection.

Julie Nutini, Mark Schmidt, Issam H. Laradji, Michael P. Friedlander, Hoyt A. Koepke

Proceedings of the 32nd International Conference on Machine Learning, 2015

2013

A derivative-free approximate gradient sampling algorithm for finite minimax problems.

Warren L. Hare, Julie Nutini

Comput. Optim. Appl., 2013

A survey of non-gradient optimization methods in structural engineering.

Warren L. Hare, Julie Nutini, Solomon Tesfamariam

Adv. Eng. Softw., 2013