Follow
Davoud Ataee Tarzanagh
Title
Cited by
Cited by
Year
Fast randomized algorithms for t-product based tensor operations and decompositions with applications to imaging data
DA Tarzanagh, G Michailidis
SIAM Journal on Imaging Sciences 11 (4), 2629-2664, 2018
562018
DAdam: A Consensus-Based Distributed Adaptive Gradient Method for Online Optimization
P Nazari, DA Tarzanagh, G Michailidis
IEEE Transactions on Signal Processing 70, 6065-6079, 2022
552022
FedNest: Federated Bilevel, Minimax, and Compositional Optimization
DA Tarzanagh, M Li, C Thrampoulidis, S Oymak
International Conference on Machine Learning 162, 21146-21179, 2022
552022
Grassmannian optimization for online tensor completion and tracking with the t-SVD
K Gilman, DA Tarzanagh, L Balzano
IEEE Transactions on Signal Processing 70, 2152-2167, 2022
25*2022
Identification and adaptive control of markov jump systems: Sample complexity and regret bounds
Y Sattar, Z Du, DA Tarzanagh, L Balzano, N Ozay, S Oymak
arXiv preprint arXiv:2111.07018, 2021
242021
Transformers as Support Vector Machines
DA Tarzanagh, Y Li, C Thrampoulidis, S Oymak
arXiv preprint arXiv:2308.16898, 2023
232023
Estimation of graphical models through structured norm minimization
DA Tarzanagh, G Michailidis
Journal of machine learning research 18 (209), 1-48, 2018
222018
A relaxed nonmonotone adaptive trust region method for solving unconstrained optimization problems
M Reza Peyghami, D Ataee Tarzanagh
Computational Optimization and Applications 61, 321-341, 2015
182015
A new nonmonotone trust region method for unconstrained optimization equipped by an efficient adaptive radius
D Ataee Tarzanagh, MR Peyghami, H Mesgarani
Optimization methods and software 29 (4), 819-836, 2014
182014
Max-Margin Token Selection in Attention Mechanism
D Ataee Tarzanagh, Y Li, X Zhang, S Oymak
Advances in Neural Information Processing Systems 36, 2024
16*2024
Adaptive online distributed optimization in dynamic environments
P Nazari, E Khorram, DA Tarzanagh
Optimization Methods and Software 36 (5), 973-997, 2021
162021
Solving a class of non-convex min-max games using adaptive momentum methods
B Barazandeh, DA Tarzanagh, G Michailidis
ICASSP 2021-2021 IEEE International Conference on Acoustics, Speech and …, 2021
152021
Certainty equivalent quadratic control for Markov jump systems
Y Sattar, Z Du, DA Tarzanagh, S Oymak, L Balzano, N Ozay
2022 American Control Conference (ACC), 2871-2878, 2022
13*2022
Adaptive first-and zeroth-order methods for weakly convex stochastic optimization problems
P Nazari, DA Tarzanagh, G Michailidis
arXiv preprint arXiv:2005.09261, 2020
122020
A nonmonotone PRP conjugate gradient method for solving square and under-determined systems of equations
DA Tarzanagh, P Nazari, MR Peyghami
Computers & Mathematics with Applications 73 (2), 339-354, 2017
102017
A new regularized limited memory BFGS-type method based on modified secant conditions for unconstrained optimization problems
DA Tarzanagh, MR Peyghami
Journal of Global Optimization 63, 709-728, 2015
92015
A new trust region method for solving least-square transformation of system of equalities and inequalities
DA Tarzanagh, Z Saeidian, MR Peyghami, H Mesgarani
Optimization Letters 9, 283-310, 2015
92015
Online Bilevel Optimization: Regret Analysis of Online Alternating Gradient Methods
DA Tarzanagh, P Nazari, B Hou, L Shen, L Balzano
International Conference on Artificial Intelligence and Statistics, 2024
82024
Regularized and Smooth Double Core Tensor Factorization for Heterogeneous Data
DA Tarzanagh, G Michailidis
Journal of Machine Learning Research 23, 1-49, 2022
62022
Data-driven control of markov jump systems: Sample complexity and regret bounds
Z Du, Y Sattar, DA Tarzanagh, L Balzano, N Ozay, S Oymak
2022 American Control Conference (ACC), 4901-4908, 2022
62022
The system can't perform the operation now. Try again later.
Articles 1–20