Armin Askari

According to our database, Armin Askari authored at least 14 papers between 2016 and 2024.

Collaborative distances:

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

2024

Naive Feature Selection: A Nearly Tight Convex Relaxation for Sparse Naive Bayes.

Armin Askari, Alexandre d'Aspremont, Laurent El Ghaoui

Math. Oper. Res., 2024

2022

Efficient Optimization Algorithms for Machine Learning

Armin Askari

PhD thesis, 2022

Approximation Bounds for Sparse Programs.

Armin Askari, Alexandre d'Aspremont, Laurent El Ghaoui

SIAM J. Math. Data Sci., 2022

2021

Implicit Deep Learning.

Laurent El Ghaoui, Fangda Gu, Bertrand Travacca, Armin Askari, Alicia Y. Tsai

SIAM J. Math. Data Sci., 2021

FANOK: Knockoffs in Linear Time.

Armin Askari, Quentin Rebjock, Alexandre d'Aspremont, Laurent El Ghaoui

SIAM J. Math. Data Sci., 2021

2020

Linearly Convergent Frank-Wolfe without Line-Search.

Fabian Pedregosa, Geoffrey Négiar, Armin Askari, Martin Jaggi

Proceedings of the 23rd International Conference on Artificial Intelligence and Statistics, 2020

Fenchel Lifted Networks: A Lagrange Relaxation of Neural Network Training.

Fangda Gu, Armin Askari, Laurent El Ghaoui

Proceedings of the 23rd International Conference on Artificial Intelligence and Statistics, 2020

Naive Feature Selection: Sparsity in Naive Bayes.

Armin Askari, Alexandre d'Aspremont, Laurent El Ghaoui

Proceedings of the 23rd International Conference on Artificial Intelligence and Statistics, 2020

2019

Implicit Deep Learning.

Laurent El Ghaoui, Fangda Gu, Bertrand Travacca, Armin Askari

CoRR, 2019

2018

Frank-Wolfe Algorithm for Exemplar Selection.

Gary Cheng, Armin Askari, Laurent El Ghaoui, Kannan Ramchandran

CoRR, 2018

Kernel-based Outlier Detection using the Inverse Christoffel Function.

Armin Askari, Forest Yang, Laurent El Ghaoui

CoRR, 2018

Lifted Neural Networks.

Armin Askari, Geoffrey Négiar, Rajiv Sambharya, Laurent El Ghaoui

CoRR, 2018

2017

Effect of adaptive and cooperative adaptive cruise control on throughput of signalized arterials.

Armin Askari, Daniel Albarnaz Farias, Alex A. Kurzhanskiy, Pravin Varaiya

Proceedings of the IEEE Intelligent Vehicles Symposium, 2017

2016

Measuring Impact of Adaptive and Cooperative Adaptive Cruise Control on Throughput of Signalized Intersections.

Armin Askari, Daniel Albarnaz Farias, Alex A. Kurzhanskiy, Pravin Varaiya

CoRR, 2016