Farzin Haddadpour

Publication Activity (10 Years)

Years Active: 2012-2023
Publications (10 Years): 24

Top Topics

Top Venues

IEEE Trans. Inf. Theory

Publications

Konstantinos E. Nikolakakis, Farzin Haddadpour, Amin Karbasi, Dionysios S. Kalogerias
Beyond Lipschitz: Sharp Generalization and Excess Risk Bounds for Full-Batch GD. ICLR (2023)
Mohammad Mahdi Kamani, Farzin Haddadpour, Rana Forsati, Mehrdad Mahdavi
Efficient fair principal component analysis. Mach. Learn. 111 (10) (2022)
Konstantinos E. Nikolakakis, Farzin Haddadpour, Dionysios S. Kalogerias, Amin Karbasi
Black-Box Generalization: Stability of Zeroth-Order Learning. NeurIPS (2022)
Konstantinos E. Nikolakakis, Farzin Haddadpour, Amin Karbasi, Dionysios S. Kalogerias
Beyond Lipschitz: Sharp Generalization and Excess Risk Bounds for Full-Batch GD. CoRR (2022)
Farzin Haddadpour, Mohammad Mahdi Kamani, Mehrdad Mahdavi, Amin Karbasi
Learning Distributionally Robust Models at Scale via Composite Optimization. ICLR (2022)
Farzin Haddadpour, Mohammad Mahdi Kamani, Mehrdad Mahdavi, Amin Karbasi
Learning Distributionally Robust Models at Scale via Composite Optimization. CoRR (2022)
Konstantinos E. Nikolakakis, Farzin Haddadpour, Dionysios S. Kalogerias, Amin Karbasi
Black-Box Generalization. CoRR (2022)
Farzin Haddadpour, Mohammad Mahdi Kamani, Aryan Mokhtari, Mehrdad Mahdavi
Federated Learning with Compression: Unified Analysis and Sharp Guarantees. AISTATS (2021)
Farzin Haddadpour, Mohammad Mahdi Kamani, Aryan Mokhtari, Mehrdad Mahdavi
Federated Learning with Compression: Unified Analysis and Sharp Guarantees. CoRR (2020)
Sanghamitra Dutta, Mohammad Fahim, Farzin Haddadpour, Haewon Jeong, Viveck R. Cadambe, Pulkit Grover
On the Optimal Recovery Threshold of Coded Matrix Multiplication. IEEE Trans. Inf. Theory 66 (1) (2020)
Farzin Haddadpour, Belhal Karimi, Ping Li, Xiaoyun Li
FedSKETCH: Communication-Efficient and Private Federated Learning via Sketching. CoRR (2020)
Mohammad Mahdi Kamani, Farzin Haddadpour, Rana Forsati, Mehrdad Mahdavi
Efficient Fair Principal Component Analysis. CoRR (2019)
Farzin Haddadpour, Mohammad Mahdi Kamani, Mehrdad Mahdavi, Viveck R. Cadambe
Local SGD with Periodic Averaging: Tighter Analysis and Adaptive Synchronization. NeurIPS (2019)
Farzin Haddadpour, Mohammad Mahdi Kamani, Mehrdad Mahdavi, Viveck R. Cadambe
Trading Redundancy for Communication: Speeding up Distributed SGD for Non-convex Optimization. ICML (2019)
Farzin Haddadpour, Mehrdad Mahdavi
On the Convergence of Local Descent Methods in Federated Learning. CoRR (2019)
Farzin Haddadpour, Mohammad Mahdi Kamani, Mehrdad Mahdavi, Viveck R. Cadambe
Local SGD with Periodic Averaging: Tighter Analysis and Adaptive Synchronization. CoRR (2019)
Farzin Haddadpour, Viveck R. Cadambe
Codes for Distributed Finite Alphabet Matrix-Vector Multiplication. ISIT (2018)
Farzin Haddadpour, Yaoqing Yang, Malhar Chaudhari, Viveck R. Cadambe, Pulkit Grover
Straggler-Resilient and Communication-Efficient Distributed Iterative Linear Solver. CoRR (2018)
Sanghamitra Dutta, Mohammad Fahim, Farzin Haddadpour, Haewon Jeong, Viveck R. Cadambe, Pulkit Grover
On the Optimal Recovery Threshold of Coded Matrix Multiplication. CoRR (2018)
Farzin Haddadpour, Yaoqing Yang, Viveck R. Cadambe, Pulkit Grover
Cross-Iteration Coded Computing. Allerton (2018)
Mohammad Fahim, Haewon Jeong, Farzin Haddadpour, Sanghamitra Dutta, Viveck R. Cadambe, Pulkit Grover
On the optimal recovery threshold of coded matrix multiplication. Allerton (2017)
Farzin Haddadpour, Mohammad Hossein Yassaee, Salman Beigi, Amin Gohari, Mohammad Reza Aref
Simulation of a Channel With Another Channel. IEEE Trans. Inf. Theory 63 (5) (2017)
Farzin Haddadpour, Mahdi Jafari Siavoshani, Morteza Noshad
Low-Complexity Stochastic Generalized Belief Propagation. CoRR (2016)
Farzin Haddadpour, Mahdi Jafari Siavoshani, Morteza Noshad
Low-complexity stochastic Generalized Belief Propagation. ISIT (2016)
Farzin Haddadpour, Mahdi Jafari Siavoshani, Mayank Bakshi, Sidharth Jaggi
On AVCs with Quadratic Constraints CoRR (2013)
Farzin Haddadpour, Mohammad Hossein Yassaee, Mohammad Reza Aref, Amin Gohari
When is it possible to simulate a DMC channel from another? CoRR (2013)
Farzin Haddadpour, Mohammad Hossein Yassaee, Mohammad Reza Aref, Amin Gohari
When is it possible to simulate a DMC channel from another? ITW (2013)
Farzin Haddadpour, Mahdi Jafari Siavoshani, Mayank Bakshi, Sidharth Jaggi
On AVCs with quadratic constraints. ISIT (2013)
Farzin Haddadpour, Ehsan Gholami, Seyed Hamed Rastegar, Hamid Behroozi
Finite-SNR diversity-multiplexing tradeoff in multi-relay channels. IWCIT (2013)
Farzin Haddadpour, Mohammad Hossein Yassaee, Amin Gohari, Mohammad Reza Aref
Coordination via a relay CoRR (2012)
Farzin Haddadpour, Mohammad Hossein Yassaee, Amin Gohari, Mohammad Reza Aref
Coordination via a relay. ISIT (2012)