Ali Ramezani-Kebrya

Publication Activity (10 Years)

Years Active: 2013-2024
Publications (10 Years): 21

Top Topics

Spatially Distributed

Stochastic Gradient Descent

Cellular Networks

Interprocess Communication

Top Venues

IEEE Trans. Wirel. Commun.

Trans. Mach. Learn. Res.

Publications

Wanyun Xie, Thomas Pethick, Ali Ramezani-Kebrya, Volkan Cevher
Mixed Nash for Robust Federated Learning. Trans. Mach. Learn. Res. 2024 (2024)
Ali Ramezani-Kebrya, Kimon Antonakopoulos, Igor Krawczuk, Justin Deschenaux, Volkan Cevher
Distributed Extra-gradient with Optimal Complexity and Communication Guarantees. ICLR (2023)
Ali Ramezani-Kebrya, Fanghui Liu, Thomas Pethick, Grigorios Chrysos, Volkan Cevher
Federated Learning under Covariate Shifts with Generalization Guarantees. Trans. Mach. Learn. Res. 2023 (2023)
Ali Ramezani-Kebrya, Fanghui Liu, Thomas Pethick, Grigorios Chrysos, Volkan Cevher
Federated Learning under Covariate Shifts with Generalization Guarantees. CoRR (2023)
Ali Ramezani-Kebrya, Kimon Antonakopoulos, Igor Krawczuk, Justin Deschenaux, Volkan Cevher
Distributed Extra-gradient with Optimal Complexity and Communication Guarantees. CoRR (2023)
Ali Ramezani-Kebrya, Ben Liang, Min Dong, Gary Boudreau
Robust Design of Multicell D2D Communication Under Partial CSI. IEEE Internet Things J. 9 (3) (2022)
Ali Ramezani-Kebrya, Iman Tabrizian, Fartash Faghri, Petar Popovski
MixTailor: Mixed Gradient Aggregation for Robust Learning Against Tailored Attacks. CoRR (2022)
Ali Ramezani-Kebrya, Iman Tabrizian, Fartash Faghri, Petar Popovski
MixTailor: Mixed Gradient Aggregation for Robust Learning Against Tailored Attacks. Trans. Mach. Learn. Res. 2022 (2022)
Ali Ramezani-Kebrya, Fartash Faghri, Ilya Markov, Vitalii Aksenov, Dan Alistarh, Daniel M. Roy
NUQSGD: Provably Communication-efficient Data-parallel SGD via Nonuniform Quantization. J. Mach. Learn. Res. 22 (2021)
Ali Ramezani-Kebrya, Ashish Khisti, Ben Liang
On the Generalization of Stochastic Gradient Descent with Momentum. CoRR (2021)
Ali Ramezani-Kebrya, Fartash Faghri, Ilia Markov, Vitaly Aksenov, Dan Alistarh, Daniel M. Roy
NUQSGD: Provably Communication-efficient Data-parallel SGD via Nonuniform Quantization. CoRR (2021)
Chaehwan Song, Ali Ramezani-Kebrya, Thomas Pethick, Armin Eftekhari, Volkan Cevher
Subquadratic Overparameterization for Shallow Neural Networks. NeurIPS (2021)
Chaehwan Song, Ali Ramezani-Kebrya, Thomas Pethick, Armin Eftekhari, Volkan Cevher
Subquadratic Overparameterization for Shallow Neural Networks. CoRR (2021)
Fartash Faghri, Iman Tabrizian, Ilia Markov, Dan Alistarh, Daniel M. Roy, Ali Ramezani-Kebrya
Adaptive Gradient Quantization for Data-Parallel SGD. CoRR (2020)
Fartash Faghri, Iman Tabrizian, Ilia Markov, Dan Alistarh, Daniel M. Roy, Ali Ramezani-Kebrya
Adaptive Gradient Quantization for Data-Parallel SGD. NeurIPS (2020)
Ali Ramezani-Kebrya, Fartash Faghri, Daniel M. Roy
NUQSGD: Improved Communication Efficiency for Data-parallel SGD via Nonuniform Quantization. CoRR (2019)
Ali Ramezani-Kebrya, Ashish Khisti, Ben Liang
On the Stability and Convergence of Stochastic Gradient Descent with Momentum. CoRR (2018)
Ali Ramezani-Kebrya, Min Dong, Ben Liang, Gary Boudreau, S. Hossein Seyedmehdi
Joint Power Optimization for Device-to-Device Communication in Cellular Networks With Interference Control. IEEE Trans. Wirel. Commun. 16 (8) (2017)
Ali Ramezani-Kebrya, Ben Liang, Min Dong, Gary Boudreau, Ronald Casselman
Interference Minimization in Cooperative Relay Beamforming With Multiple Communicating Pairs. IEEE Trans. Wirel. Commun. 16 (10) (2017)
Ali Ramezani-Kebrya, Min Dong, Ben Liang, Gary Boudreau, S. Hossein Seyedmehdi
Robust power optimization for device-to-device communication in a multi-cell network under partial CSI. ICC (2017)
Ali Ramezani-Kebrya, Min Dong, Ben Liang, Gary Boudreau, Ronald Casselman
Per-Relay Power Minimization for Multi-user Multi-channel Cooperative Relay Beamforming. IEEE Trans. Wirel. Commun. 15 (5) (2016)
Ali Ramezani-Kebrya, Min Dong, Ben Liang, Gary Boudreau, S. Hossein Seyedmehdi
Optimal power allocation in device-to-device communication with SIMO uplink beamforming. SPAWC (2015)
Ali Ramezani-Kebrya, Min Dong, Ben Liang, Gary Boudreau, Ronald Casselman
Optimal cooperative relay beamforming for interference minimization. ICC (2015)
Ali Ramezani-Kebrya, Il-Min Kim, Dong In Kim, François Chan, Robert J. Inkol
Likelihood-Based Modulation Classification for Multiple-Antenna Receiver. IEEE Trans. Commun. 61 (9) (2013)
Ali Ramezani-Kebrya, Il-Min Kim, François Chan, Robert J. Inkol, Hyoung-Kyu Song
Detection for an AF Cooperative Diversity Network in the Presence of Interference. IEEE Commun. Lett. 17 (4) (2013)