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Armin Askari
Armin Askari
EECS Department, UC Berkeley
Verified email at berkeley.edu
Title
Cited by
Cited by
Year
Implicit deep learning
L El Ghaoui, F Gu, B Travacca, A Askari, A Tsai
SIAM Journal on Mathematics of Data Science 3 (3), 930-958, 2021
1672021
Linearly convergent Frank-Wolfe with backtracking line-search
F Pedregosa, G Negiar, A Askari, M Jaggi
International conference on artificial intelligence and statistics, 1-10, 2020
562020
Lifted neural networks
A Askari, G Negiar, R Sambharya, LE Ghaoui
arXiv preprint arXiv:1805.01532, 2018
452018
Fenchel lifted networks: A lagrange relaxation of neural network training
F Gu, A Askari, L El Ghaoui
International Conference on Artificial Intelligence and Statistics, 3362-3371, 2020
422020
Effect of adaptive and cooperative adaptive cruise control on throughput of signalized arterials
A Askari, DA Farias, AA Kurzhanskiy, P Varaiya
2017 IEEE Intelligent Vehicles Symposium (IV), 1287-1292, 2017
302017
Measuring impact of adaptive and cooperative adaptive cruise control on throughput of signalized intersections
A Askari, DA Farias, AA Kurzhanskiy, P Varaiya
arXiv preprint arXiv:1611.08973, 2016
252016
Naive feature selection: Sparsity in naive bayes
A Askari, A d’Aspremont, L El Ghaoui
International Conference on Artificial Intelligence and Statistics, 1813-1822, 2020
232020
Step-size adaptivity in projection-free optimization
F Pedregosa, A Askari, G Negiar, M Jaggi
arXiv preprint arXiv:1806.05123, 2018
182018
Augmenting interpretable models with large language models during training
C Singh, A Askari, R Caruana, J Gao
Nature Communications 14 (1), 7913, 2023
132023
Kernel-based outlier detection using the inverse Christoffel function
A Askari, F Yang, LE Ghaoui
arXiv preprint arXiv:1806.06775, 2018
82018
Approximation bounds for sparse programs
A Askari, A d'Aspremont, LE Ghaoui
SIAM Journal on Mathematics of Data Science 4 (2), 514-530, 2022
62022
Augmenting interpretable models with llms during training
C Singh, A Askari, R Caruana, J Gao
arXiv preprint arXiv:2209.11799, 2022
52022
FANOK: Knockoffs in linear time
A Askari, Q Rebjock, A d'Aspremont, LE Ghaoui
SIAM Journal on Mathematics of Data Science 3 (3), 833-853, 2021
52021
OPTML 2017: Lifted Neural Networks for Weight Initialization
G Negiar, A Askari, F Pedregosa, L El Ghaoui
32017
Naive Feature Selection: A Nearly Tight Convex Relaxation for Sparse Naive Bayes
A Askari, A d’Aspremont, L El Ghaoui
Mathematics of Operations Research 49 (1), 278-296, 2024
12024
Frankwolfe algorithm for exemplar selection
G Cheng, A Askari, L El Ghaoui, K Ramchandran
CoRR, abs, 1811
11811
Efficient Optimization Algorithms for Machine Learning
A Askari
University of California, Berkeley, 2022
2022
Linearly Convergent Frank-Wolfe Made Practical
G Négiar, A Askari, M Jaggi, F Pedregosa
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