Farzin Haddadpour

According to our database, Farzin Haddadpour authored at least 20 papers between 2012 and 2023.

Collaborative distances:

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

2023

Beyond Lipschitz: Sharp Generalization and Excess Risk Bounds for Full-Batch GD.

Konstantinos E. Nikolakakis, Farzin Haddadpour, Amin Karbasi, Dionysios S. Kalogerias

Proceedings of the Eleventh International Conference on Learning Representations, 2023

2022

Efficient fair principal component analysis.

Mohammad Mahdi Kamani, Farzin Haddadpour, Rana Forsati, Mehrdad Mahdavi

Mach. Learn., 2022

Black-Box Generalization.

Konstantinos E. Nikolakakis, Farzin Haddadpour, Dionysios S. Kalogerias, Amin Karbasi

CoRR, 2022

Black-Box Generalization: Stability of Zeroth-Order Learning.

Konstantinos E. Nikolakakis, Farzin Haddadpour, Dionysios S. Kalogerias, Amin Karbasi

Proceedings of the Advances in Neural Information Processing Systems 35: Annual Conference on Neural Information Processing Systems 2022, 2022

Learning Distributionally Robust Models at Scale via Composite Optimization.

Farzin Haddadpour, Mohammad Mahdi Kamani, Mehrdad Mahdavi, Amin Karbasi

Proceedings of the Tenth International Conference on Learning Representations, 2022

2021

Federated Learning with Compression: Unified Analysis and Sharp Guarantees.

Farzin Haddadpour, Mohammad Mahdi Kamani, Aryan Mokhtari, Mehrdad Mahdavi

Proceedings of the 24th International Conference on Artificial Intelligence and Statistics, 2021

2020

On the Optimal Recovery Threshold of Coded Matrix Multiplication.

Sanghamitra Dutta, Mohammad Fahim, Farzin Haddadpour, Haewon Jeong, Viveck R. Cadambe, Pulkit Grover

IEEE Trans. Inf. Theory, 2020

FedSKETCH: Communication-Efficient and Private Federated Learning via Sketching.

Farzin Haddadpour, Belhal Karimi, Ping Li, Xiaoyun Li

CoRR, 2020

2019

On the Convergence of Local Descent Methods in Federated Learning.

Farzin Haddadpour, Mehrdad Mahdavi

CoRR, 2019

Local SGD with Periodic Averaging: Tighter Analysis and Adaptive Synchronization.

Farzin Haddadpour, Mohammad Mahdi Kamani, Mehrdad Mahdavi, Viveck R. Cadambe

Proceedings of the Advances in Neural Information Processing Systems 32: Annual Conference on Neural Information Processing Systems 2019, 2019

Trading Redundancy for Communication: Speeding up Distributed SGD for Non-convex Optimization.

Farzin Haddadpour, Mohammad Mahdi Kamani, Mehrdad Mahdavi, Viveck R. Cadambe

Proceedings of the 36th International Conference on Machine Learning, 2019

2018

Straggler-Resilient and Communication-Efficient Distributed Iterative Linear Solver.

Farzin Haddadpour, Yaoqing Yang, Malhar Chaudhari, Viveck R. Cadambe, Pulkit Grover

CoRR, 2018

Codes for Distributed Finite Alphabet Matrix-Vector Multiplication.

Farzin Haddadpour, Viveck R. Cadambe

Proceedings of the 2018 IEEE International Symposium on Information Theory, 2018

Cross-Iteration Coded Computing.

Farzin Haddadpour, Yaoqing Yang, Viveck R. Cadambe, Pulkit Grover

Proceedings of the 56th Annual Allerton Conference on Communication, 2018

2017

Simulation of a Channel With Another Channel.

Farzin Haddadpour, Mohammad Hossein Yassaee, Salman Beigi, Amin Gohari, Mohammad Reza Aref

IEEE Trans. Inf. Theory, 2017

2016

Low-complexity stochastic Generalized Belief Propagation.

Farzin Haddadpour, Mahdi Jafari Siavoshani, Morteza Noshad

Proceedings of the IEEE International Symposium on Information Theory, 2016

2013

Finite-SNR diversity-multiplexing tradeoff in multi-relay channels.

Farzin Haddadpour, Ehsan Gholami, Seyed Hamed Rastegar, Hamid Behroozi

Proceedings of the Iran Workshop on Communication and Information Theory, 2013

When is it possible to simulate a DMC channel from another?

Farzin Haddadpour, Mohammad Hossein Yassaee, Mohammad Reza Aref, Amin Gohari

Proceedings of the 2013 IEEE Information Theory Workshop, 2013

On AVCs with quadratic constraints.

Farzin Haddadpour, Mahdi Jafari Siavoshani, Mayank Bakshi, Sidharth Jaggi

Proceedings of the 2013 IEEE International Symposium on Information Theory, 2013

2012

Coordination via a relay.

Farzin Haddadpour, Mohammad Hossein Yassaee, Amin Gohari, Mohammad Reza Aref

Proceedings of the 2012 IEEE International Symposium on Information Theory, 2012