دنبال کردن
Abolfazl Hashemi
Abolfazl Hashemi
Assistant Professor of ECE, Purdue University
ایمیل تأیید شده در purdue.edu - صفحهٔ اصلی
عنوان
نقل شده توسط
نقل شده توسط
سال
Faster non-convex federated learning via global and local momentum‏
R Das, A Acharya, A Hashemi, S Sanghavi, IS Dhillon, U Topcu‏
Conference on Uncertainty in Artificial Intelligence (UAI), 2022‏
972022
Randomized greedy sensor selection: Leveraging weak submodularity‏
A Hashemi, M Ghasemi, H Vikalo, U Topcu‏
IEEE Transactions on Automatic Control, Jan 2021, 2021‏
692021
On the benefits of multiple gossip steps in communication-constrained decentralized federated learning‏
A Hashemi, A Acharya, R Das, H Vikalo, S Sanghavi, I Dhillon‏
IEEE Transactions on Parallel and Distributed Systems 33 (11), 2727-2739, 2021‏
452021
A randomized greedy algorithm for near-optimal sensor scheduling in large-scale sensor networks‏
A Hashemi, M Ghasemi, H Vikalo, U Topcu‏
2018 Annual American Control Conference (ACC), 1027-1032, 2018‏
432018
Generalization bounds for sparse random feature expansions‏
A Hashemi, H Schaeffer, R Shi, U Topcu, G Tran, R Ward‏
Applied and Computational Harmonic Analysis 62, 310-330, 2023‏
392023
Robust Training in High Dimensions via Block Coordinate Geometric Median Descent‏
A Acharya, A Hashemi, P Jain, S Sanghavi, IS Dhillon, U Topcu‏
The 25th International Conference on Artificial Intelligence and Statistics …, 2022‏
372022
On the convergence of decentralized federated learning under imperfect information sharing‏
VP Chellapandi, A Upadhyay, A Hashemi, SH Żak‏
IEEE Control Systems Letters, 2023‏
332023
Submodular observation selection and information gathering for quadratic models‏
A Hashemi, M Ghasemi, H Vikalo, U Topcu‏
2019 International Conference on Machine Learning (ICML) 1 (1), 1-10, 2019‏
282019
Sparse tensor decomposition for haplotype assembly of diploids and polyploids‏
A Hashemi, B Zhu, H Vikalo‏
BMC genomics 19, 1-15, 2018‏
272018
Online topology inference from streaming stationary graph signals‏
R Shafipour, A Hashemi, G Mateos, H Vikalo‏
2019 IEEE Data Science Workshop (DSW), 140-144, 2019‏
252019
Sparse linear regression via generalized orthogonal least-squares‏
A Hashemi, H Vikalo‏
2016 IEEE Global Conference on Signal and Information Processing (GlobalSIP …, 2016‏
242016
No-regret learning in dynamic stackelberg games‏
N Lauffer, M Ghasemi, A Hashemi, Y Savas, U Topcu‏
IEEE Transactions on Automatic Control 69 (3), 1418-1431, 2023‏
212023
Generalization bounds for sparse random feature expansions‏
A Hashemi, H Schaeffer, R Shi, U Topcu, G Tran, R Ward‏
arXiv preprint arXiv:2103.03191, 2021‏
192021
Accelerated orthogonal least-squares for large-scale sparse reconstruction‏
A Hashemi, H Vikalo‏
Digital Signal Processing 82, 91-105, 2018‏
192018
Asynchronous federated reinforcement learning with policy gradient updates: Algorithm design and convergence analysis‏
G Lan, DJ Han, A Hashemi, V Aggarwal, CG Brinton‏
arXiv preprint arXiv:2404.08003, 2024‏
182024
Communication-Efficient Variance-Reduced Decentralized Stochastic Optimization over Time-Varying Directed Graphs‏
Y Chen, A Hashemi, H Vikalo‏
IEEE Transactions on Automatic Control, 2021‏
172021
Decentralized optimization on time-varying directed graphs under communication constraints‏
Y Chen, A Hashemi, H Vikalo‏
ICASSP 2021-2021 IEEE International Conference on Acoustics, Speech and …, 2021‏
172021
Differentially private federated learning with normalized updates‏
R Das, A Hashemi, IS Dhillon‏
OPT 2022: Optimization for Machine Learning (NeurIPS 2022 Workshop), 2022‏
16*2022
Evolutionary self-expressive models for subspace clustering‏
A Hashemi, H Vikalo‏
IEEE Journal of Selected Topics in Signal Processing 12 (6), 1534-1546, 2018‏
142018
Global update tracking: A decentralized learning algorithm for heterogeneous data‏
SA Aketi, A Hashemi, K Roy‏
Advances in neural information processing systems 36, 48939-48961, 2023‏
122023
سیستم در حال حاضر قادر به انجام عملکرد نیست. بعداً دوباره امتحان کنید.
مقاله‌ها 1–20