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2020 – today
- 2025
[i8]Zhiyuan Wu, Changkyu Choi, Xiangcheng Cao, Volkan Cevher, Ali Ramezani-Kebrya:
Addressing Label Shift in Distributed Learning via Entropy Regularization. CoRR abs/2502.02544 (2025)- 2024
- [j11]Ali Ramezani-Kebrya, Kimon Antonakopoulos, Volkan Cevher, Ashish Khisti, Ben Liang:
On the Generalization of Stochastic Gradient Descent with Momentum. J. Mach. Learn. Res. 25: 22:1-22:56 (2024) - [j10]Wanyun Xie, Thomas Pethick, Ali Ramezani-Kebrya, Volkan Cevher:
Mixed Nash for Robust Federated Learning. Trans. Mach. Learn. Res. 2024 (2024) - 2023
- [j9]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) - [c6]Ali Ramezani-Kebrya, Kimon Antonakopoulos, Igor Krawczuk, Justin Deschenaux, Volkan Cevher:
Distributed Extra-gradient with Optimal Complexity and Communication Guarantees. ICLR 2023 - [i7]Ali Ramezani-Kebrya, Fanghui Liu, Thomas Pethick, Grigorios Chrysos, Volkan Cevher:
Federated Learning under Covariate Shifts with Generalization Guarantees. CoRR abs/2306.05325 (2023) - [i6]Ali Ramezani-Kebrya, Kimon Antonakopoulos, Igor Krawczuk, Justin Deschenaux, Volkan Cevher:
Distributed Extra-gradient with Optimal Complexity and Communication Guarantees. CoRR abs/2308.09187 (2023) - 2022
- [j8]Ali Ramezani-Kebrya
, Ben Liang, Min Dong, Gary Boudreau:
Robust Design of Multicell D2D Communication Under Partial CSI. IEEE Internet Things J. 9(3): 2404-2418 (2022) - [j7]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) - [i5]Ali Ramezani-Kebrya, Iman Tabrizian, Fartash Faghri, Petar Popovski:
MixTailor: Mixed Gradient Aggregation for Robust Learning Against Tailored Attacks. CoRR abs/2207.07941 (2022) - 2021
- [j6]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: 114:1-114:43 (2021) - [c5]Chaehwan Song, Ali Ramezani-Kebrya, Thomas Pethick, Armin Eftekhari, Volkan Cevher:
Subquadratic Overparameterization for Shallow Neural Networks. NeurIPS 2021: 11247-11259 - [i4]Chaehwan Song, Ali Ramezani-Kebrya, Thomas Pethick, Armin Eftekhari, Volkan Cevher:
Subquadratic Overparameterization for Shallow Neural Networks. CoRR abs/2111.01875 (2021) - 2020
- [c4]Fartash Faghri, Iman Tabrizian, Ilia Markov, Dan Alistarh, Daniel M. Roy, Ali Ramezani-Kebrya:
Adaptive Gradient Quantization for Data-Parallel SGD. NeurIPS 2020 - [i3]Fartash Faghri, Iman Tabrizian, Ilia Markov, Dan Alistarh, Daniel M. Roy, Ali Ramezani-Kebrya:
Adaptive Gradient Quantization for Data-Parallel SGD. CoRR abs/2010.12460 (2020)
2010 – 2019
- 2019
- [i2]Ali Ramezani-Kebrya, Fartash Faghri, Daniel M. Roy:
NUQSGD: Improved Communication Efficiency for Data-parallel SGD via Nonuniform Quantization. CoRR abs/1908.06077 (2019) - 2018
- [i1]Ali Ramezani-Kebrya, Ashish Khisti, Ben Liang:
On the Stability and Convergence of Stochastic Gradient Descent with Momentum. CoRR abs/1809.04564 (2018) - 2017
- [j5]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): 5131-5146 (2017) - [j4]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): 6514-6527 (2017) - [c3]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: 1-6 - 2016
- [j3]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): 3187-3198 (2016) - 2015
- [c2]Ali Ramezani-Kebrya, Min Dong, Ben Liang, Gary Boudreau, Ronald Casselman:
Optimal cooperative relay beamforming for interference minimization. ICC 2015: 2500-2505 - [c1]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: 425-429 - 2013
- [j2]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): 653-656 (2013) - [j1]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): 3816-3829 (2013)
Coauthor Index
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