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Farzin Haddadpour
Farzin Haddadpour
AI Scientist, GE Healthcare
E-mail confirmado em gehealthcare.com - Página inicial
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On the optimal recovery threshold of coded matrix multiplication
S Dutta, M Fahim, F Haddadpour, H Jeong, V Cadambe, P Grover
IEEE Transactions on Information Theory 66 (1), 278-301, 2019
355*2019
Federated learning with compression: Unified analysis and sharp guarantees
F Haddadpour, MM Kamani, A Mokhtari, M Mahdavi
International Conference on Artificial Intelligence and Statistics, 2350-2358, 2021
3372021
On the convergence of local descent methods in federated learning
F Haddadpour, M Mahdavi
arXiv preprint arXiv:1910.14425, 2019
3302019
Local SGD with periodic averaging: Tighter analysis and adaptive synchronization
F Haddadpour, MM Kamani, M Mahdavi, V Cadambe
Advances in Neural Information Processing Systems 32, 2019
2402019
Trading redundancy for communication: Speeding up distributed SGD for non-convex optimization
F Haddadpour, MM Kamani, M Mahdavi, V Cadambe
International Conference on Machine Learning, 2545-2554, 2019
852019
Efficient fair principal component analysis
MM Kamani, F Haddadpour, R Forsati, M Mahdavi
Machine Learning, 1-32, 2022
472022
Codes for distributed finite alphabet matrix-vector multiplication
F Haddadpour, VR Cadambe
2018 IEEE International Symposium on Information Theory (ISIT), 1625-1629, 2018
352018
Beyond lipschitz: Sharp generalization and excess risk bounds for full-batch gd
KE Nikolakakis, F Haddadpour, A Karbasi, DS Kalogerias
arXiv preprint arXiv:2204.12446, 2022
30*2022
Coordination via a relay
F Haddadpour, MH Yassaee, A Gohari, MR Aref
2012 IEEE International Symposium on Information Theory Proceedings, 3048-3052, 2012
302012
Fedsketch: Communication-efficient and private federated learning via sketching
F Haddadpour, B Karimi, P Li, X Li
arXiv preprint arXiv:2008.04975, 2020
282020
Simulation of a channel with another channel
F Haddadpour, MH Yassaee, S Beigi, A Gohari, MR Aref
IEEE Transactions on Information Theory 63 (5), 2659-2677, 2016
282016
Straggler-resilient and communication-efficient distributed iterative linear solver
F Haddadpour, Y Yang, M Chaudhari, VR Cadambe, P Grover
arXiv preprint arXiv:1806.06140, 2018
212018
Cross-iteration coded computing
F Haddadpour, Y Yang, V Cadambe, P Grover
2018 56th Annual Allerton Conference on Communication, Control, and …, 2018
202018
When is it possible to simulate a DMC channel from another?
F Haddadpour, MH Yassaee, MR Aref, A Gohari
2013 IEEE Information Theory Workshop (ITW), 1-5, 2013
102013
Learning Distributionally Robust Models at Scale via Composite Optimization
F Haddadpour, MM Kamani, M Mahdavi, A Karbasi
International Conference on Learning Representations, 2022
62022
On AVCs with quadratic constraints
F Haddadpour, MJ Siavoshani, M Bakshi, S Jaggi
2013 IEEE International Symposium on Information Theory, 271-275, 2013
62013
Low-complexity stochastic generalized belief propagation
F Haddadpour, MJ Siavoshani, M Noshad
2016 IEEE International Symposium on Information Theory (ISIT), 785-789, 2016
42016
Coded computation strategies for distributed matrix-matrix and matrix-vector products
P Grover, HW Jeong, Y Yang, S Dutta, Z Bal, TM Low, M Fahim, ...
US Patent App. 16/588,990, 2020
32020
Communication-Efficient and Fault-Tolerant Algorithms for Distributed Machine Learning
F Haddadpour
The Pennsylvania State University, 2021
2021
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