Farzin Haddadpour

Orcid: 0000-0002-2640-4754

According to our database1, Farzin Haddadpour authored at least 20 papers between 2012 and 2023.

Collaborative distances:
  • Dijkstra number2 of four.
  • Erdős number3 of four.

Timeline

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Links

On csauthors.net:

Bibliography

2023
Beyond Lipschitz: Sharp Generalization and Excess Risk Bounds for Full-Batch GD.
Proceedings of the Eleventh International Conference on Learning Representations, 2023

2022
Efficient fair principal component analysis.
Mach. Learn., 2022

Black-Box Generalization.
CoRR, 2022

Black-Box Generalization: Stability of Zeroth-Order Learning.
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.
Proceedings of the Tenth International Conference on Learning Representations, 2022

2021
Federated Learning with Compression: Unified Analysis and Sharp Guarantees.
Proceedings of the 24th International Conference on Artificial Intelligence and Statistics, 2021

2020
On the Optimal Recovery Threshold of Coded Matrix Multiplication.
IEEE Trans. Inf. Theory, 2020

FedSKETCH: Communication-Efficient and Private Federated Learning via Sketching.
CoRR, 2020

2019
On the Convergence of Local Descent Methods in Federated Learning.
CoRR, 2019

Local SGD with Periodic Averaging: Tighter Analysis and Adaptive Synchronization.
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.
Proceedings of the 36th International Conference on Machine Learning, 2019

2018
Straggler-Resilient and Communication-Efficient Distributed Iterative Linear Solver.
CoRR, 2018

Codes for Distributed Finite Alphabet Matrix-Vector Multiplication.
Proceedings of the 2018 IEEE International Symposium on Information Theory, 2018

Cross-Iteration Coded Computing.
Proceedings of the 56th Annual Allerton Conference on Communication, 2018

2017
Simulation of a Channel With Another Channel.
IEEE Trans. Inf. Theory, 2017

2016
Low-complexity stochastic Generalized Belief Propagation.
Proceedings of the IEEE International Symposium on Information Theory, 2016

2013
Finite-SNR diversity-multiplexing tradeoff in multi-relay channels.
Proceedings of the Iran Workshop on Communication and Information Theory, 2013

When is it possible to simulate a DMC channel from another?
Proceedings of the 2013 IEEE Information Theory Workshop, 2013

On AVCs with quadratic constraints.
Proceedings of the 2013 IEEE International Symposium on Information Theory, 2013

2012
Coordination via a relay.
Proceedings of the 2012 IEEE International Symposium on Information Theory, 2012


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