Farzin Haddadpour

33 papers A* 5A 1B 5Journal 19Unranked 3
YearRankTypeTitle / Venue / Authors
2025 J jnl
Decipher-MR: A Vision-Language Foundation Model for 3D MRI Representations.
CoRR
Zhijian Yang, Noel DSouza, István Megyeri, Xiaojian Xu, Amin Honarmandi Shandiz, Farzin Haddadpour, Krisztian Koos, László Ruskó, Emanuele Valeriano, Bharadwaj Swaninathan, Lei Wu, Parminder Bhatia, Taha A. Kass-Hout, Erhan Bas
2025 J jnl
Multi Anatomy X-Ray Foundation Model.
CoRR
Nishank Singla, Krisztian Koos, Farzin Haddadpour, Amin Honarmandi Shandiz, Lovish Chum, Xiaojian Xu, Qing Jin, Erhan Bas
2023 A* conf
Beyond Lipschitz: Sharp Generalization and Excess Risk Bounds for Full-Batch GD.
ICLR
Konstantinos E. Nikolakakis, Farzin Haddadpour, Amin Karbasi, Dionysios S. Kalogerias
2022 J jnl
Beyond Lipschitz: Sharp Generalization and Excess Risk Bounds for Full-Batch GD.
CoRR
Konstantinos E. Nikolakakis, Farzin Haddadpour, Amin Karbasi, Dionysios S. Kalogerias
2022 J jnl
Black-Box Generalization.
CoRR
Konstantinos E. Nikolakakis, Farzin Haddadpour, Dionysios S. Kalogerias, Amin Karbasi
2022 A* conf
Black-Box Generalization: Stability of Zeroth-Order Learning.
NeurIPS
Konstantinos E. Nikolakakis, Farzin Haddadpour, Dionysios S. Kalogerias, Amin Karbasi
2022 J jnl
Efficient fair principal component analysis.
Mach. Learn.
Mohammad Mahdi Kamani, Farzin Haddadpour, Rana Forsati, Mehrdad Mahdavi
2022 A* conf
Learning Distributionally Robust Models at Scale via Composite Optimization.
ICLR
Farzin Haddadpour, Mohammad Mahdi Kamani, Mehrdad Mahdavi, Amin Karbasi
2022 J jnl
Learning Distributionally Robust Models at Scale via Composite Optimization.
CoRR
Farzin Haddadpour, Mohammad Mahdi Kamani, Mehrdad Mahdavi, Amin Karbasi
2021 A conf
Federated Learning with Compression: Unified Analysis and Sharp Guarantees.
AISTATS
Farzin Haddadpour, Mohammad Mahdi Kamani, Aryan Mokhtari, Mehrdad Mahdavi
2020 J jnl
FedSKETCH: Communication-Efficient and Private Federated Learning via Sketching.
CoRR
Farzin Haddadpour, Belhal Karimi, Ping Li, Xiaoyun Li
2020 J jnl
Federated Learning with Compression: Unified Analysis and Sharp Guarantees.
CoRR
Farzin Haddadpour, Mohammad Mahdi Kamani, Aryan Mokhtari, Mehrdad Mahdavi
2020 J jnl
On the Optimal Recovery Threshold of Coded Matrix Multiplication.
IEEE Trans. Inf. Theory
Sanghamitra Dutta, Mohammad Fahim, Farzin Haddadpour, Haewon Jeong, Viveck R. Cadambe, Pulkit Grover
2019 J jnl
Efficient Fair Principal Component Analysis.
CoRR
Mohammad Mahdi Kamani, Farzin Haddadpour, Rana Forsati, Mehrdad Mahdavi
2019 A* conf
Local SGD with Periodic Averaging: Tighter Analysis and Adaptive Synchronization.
NeurIPS
Farzin Haddadpour, Mohammad Mahdi Kamani, Mehrdad Mahdavi, Viveck R. Cadambe
2019 J jnl
Local SGD with Periodic Averaging: Tighter Analysis and Adaptive Synchronization.
CoRR
Farzin Haddadpour, Mohammad Mahdi Kamani, Mehrdad Mahdavi, Viveck R. Cadambe
2019 J jnl
On the Convergence of Local Descent Methods in Federated Learning.
CoRR
Farzin Haddadpour, Mehrdad Mahdavi
2019 A* conf
Trading Redundancy for Communication: Speeding up Distributed SGD for Non-convex Optimization.
ICML
Farzin Haddadpour, Mohammad Mahdi Kamani, Mehrdad Mahdavi, Viveck R. Cadambe
2018 B conf
Codes for Distributed Finite Alphabet Matrix-Vector Multiplication.
ISIT
Farzin Haddadpour, Viveck R. Cadambe
2018 — conf
Cross-Iteration Coded Computing.
Allerton
Farzin Haddadpour, Yaoqing Yang, Viveck R. Cadambe, Pulkit Grover
2018 J jnl
On the Optimal Recovery Threshold of Coded Matrix Multiplication.
CoRR
Sanghamitra Dutta, Mohammad Fahim, Farzin Haddadpour, Haewon Jeong, Viveck R. Cadambe, Pulkit Grover
2018 J jnl
Straggler-Resilient and Communication-Efficient Distributed Iterative Linear Solver.
CoRR
Farzin Haddadpour, Yaoqing Yang, Malhar Chaudhari, Viveck R. Cadambe, Pulkit Grover
2017 — conf
On the optimal recovery threshold of coded matrix multiplication.
Allerton
Mohammad Fahim, Haewon Jeong, Farzin Haddadpour, Sanghamitra Dutta, Viveck R. Cadambe, Pulkit Grover
2017 J jnl
Simulation of a Channel With Another Channel.
IEEE Trans. Inf. Theory
Farzin Haddadpour, Mohammad Hossein Yassaee, Salman Beigi, Amin Gohari, Mohammad Reza Aref
2016 J jnl
Low-Complexity Stochastic Generalized Belief Propagation.
CoRR
Farzin Haddadpour, Mahdi Jafari Siavoshani, Morteza Noshad
2016 B conf
Low-complexity stochastic Generalized Belief Propagation.
ISIT
Farzin Haddadpour, Mahdi Jafari Siavoshani, Morteza Noshad
2013 — conf
Finite-SNR diversity-multiplexing tradeoff in multi-relay channels.
IWCIT
Farzin Haddadpour, Ehsan Gholami, Seyed Hamed Rastegar, Hamid Behroozi
2013 J jnl
On AVCs with Quadratic Constraints
CoRR
Farzin Haddadpour, Mahdi Jafari Siavoshani, Mayank Bakshi, Sidharth Jaggi
2013 B conf
On AVCs with quadratic constraints.
ISIT
Farzin Haddadpour, Mahdi Jafari Siavoshani, Mayank Bakshi, Sidharth Jaggi
2013 B conf
When is it possible to simulate a DMC channel from another?
ITW
Farzin Haddadpour, Mohammad Hossein Yassaee, Mohammad Reza Aref, Amin Gohari
2013 J jnl
When is it possible to simulate a DMC channel from another?
CoRR
Farzin Haddadpour, Mohammad Hossein Yassaee, Mohammad Reza Aref, Amin Gohari
2012 J jnl
Coordination via a relay
CoRR
Farzin Haddadpour, Mohammad Hossein Yassaee, Amin Gohari, Mohammad Reza Aref
2012 B conf
Coordination via a relay.
ISIT
Farzin Haddadpour, Mohammad Hossein Yassaee, Amin Gohari, Mohammad Reza Aref