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ORCIDAmirhossein Reisizadeh
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2020 – today
- 2024
[c17]Amirhossein Reisizadeh, Khashayar Gatmiry, Asuman E. Ozdaglar:
EM for Mixture of Linear Regression with Clustered Data. AISTATS 2024: 2341-2349- [i14]Sajjad Ghiasvand, Amirhossein Reisizadeh, Mahnoosh Alizadeh, Ramtin Pedarsani:
Robust Decentralized Learning with Local Updates and Gradient Tracking. CoRR abs/2405.00965 (2024) - 2023
- [c16]Romain Cosson, Ali Jadbabaie, Anuran Makur, Amirhossein Reisizadeh, Devavrat Shah:
Gradient Descent with Low-Rank Objective Functions. CDC 2023: 3309-3314 - [c15]Ali Jadbabaie, Anuran Makur, Amirhossein Reisizadeh:
Adaptive Low-Rank Gradient Descent. CDC 2023: 3315-3320 - [i13]Amirhossein Reisizadeh, Haochuan Li, Subhro Das, Ali Jadbabaie:
Variance-reduced Clipping for Non-convex Optimization. CoRR abs/2303.00883 (2023) - [i12]Amirhossein Reisizadeh, Khashayar Gatmiry, Asuman E. Ozdaglar:
EM for Mixture of Linear Regression with Clustered Data. CoRR abs/2308.11518 (2023) - 2022
- [j7]Farzan Farnia
, Amirhossein Reisizadeh, Ramtin Pedarsani, Ali Jadbabaie:
An Optimal Transport Approach to Personalized Federated Learning. IEEE J. Sel. Areas Inf. Theory 3(2): 162-171 (2022) - [j6]Amirhossein Reisizadeh, Isidoros Tziotis, Hamed Hassani, Aryan Mokhtari, Ramtin Pedarsani:
Straggler-Resilient Federated Learning: Leveraging the Interplay Between Statistical Accuracy and System Heterogeneity. IEEE J. Sel. Areas Inf. Theory 3(2): 197-205 (2022) - [j5]Amirhossein Reisizadeh, Saurav Prakash, Ramtin Pedarsani, Amir Salman Avestimehr:
CodedReduce: A Fast and Robust Framework for Gradient Aggregation in Distributed Learning. IEEE/ACM Trans. Netw. 30(1): 148-161 (2022) - [c14]Amirhossein Reisizadeh, Isidoros Tziotis, Hamed Hassani, Aryan Mokhtari, Ramtin Pedarsani:
Adaptive Node Participation for Straggler-Resilient Federated Learning. ICASSP 2022: 8762-8766 - [i11]Farzan Farnia, Amirhossein Reisizadeh, Ramtin Pedarsani, Ali Jadbabaie:
An Optimal Transport Approach to Personalized Federated Learning. CoRR abs/2206.02468 (2022) - [i10]Romain Cosson, Ali Jadbabaie, Anuran Makur, Amirhossein Reisizadeh, Devavrat Shah:
Gradient Descent for Low-Rank Functions. CoRR abs/2206.08257 (2022) - 2020
- [j4]Saurav Prakash, Amirhossein Reisizadeh, Ramtin Pedarsani, Amir Salman Avestimehr:
Coded Computing for Distributed Graph Analytics. IEEE Trans. Inf. Theory 66(10): 6534-6554 (2020) - [c13]Amirhossein Reisizadeh, Aryan Mokhtari, Hamed Hassani, Ali Jadbabaie, Ramtin Pedarsani:
FedPAQ: A Communication-Efficient Federated Learning Method with Periodic Averaging and Quantization. AISTATS 2020: 2021-2031 - [c12]Saurav Prakash, Amirhossein Reisizadeh, Ramtin Pedarsani, Amir Salman Avestimehr:
Hierarchical Coded Gradient Aggregation for Learning at the Edge. ISIT 2020: 2616-2621 - [c11]Amirhossein Reisizadeh, Farzan Farnia, Ramtin Pedarsani, Ali Jadbabaie:
Robust Federated Learning: The Case of Affine Distribution Shifts. NeurIPS 2020 - [i9]Amirhossein Reisizadeh, Farzan Farnia, Ramtin Pedarsani, Ali Jadbabaie:
Robust Federated Learning: The Case of Affine Distribution Shifts. CoRR abs/2006.08907 (2020) - [i8]Amirhossein Reisizadeh, Isidoros Tziotis, Hamed Hassani, Aryan Mokhtari, Ramtin Pedarsani:
Straggler-Resilient Federated Learning: Leveraging the Interplay Between Statistical Accuracy and System Heterogeneity. CoRR abs/2012.14453 (2020)
2010 – 2019
- 2019
- [j3]Amirhossein Reisizadeh, Saurav Prakash, Ramtin Pedarsani, Amir Salman Avestimehr:
Coded Computation Over Heterogeneous Clusters. IEEE Trans. Inf. Theory 65(7): 4227-4242 (2019) - [j2]Amirhossein Reisizadeh, Aryan Mokhtari, Hamed Hassani, Ramtin Pedarsani:
An Exact Quantized Decentralized Gradient Descent Algorithm. IEEE Trans. Signal Process. 67(19): 4934-4947 (2019) - [c10]Amirhossein Reisizadeh, Saurav Prakash, Ramtin Pedarsani, Amir Salman Avestimehr:
Tree Gradient Coding. ISIT 2019: 2808-2812 - [c9]Amirhossein Reisizadeh, Hossein Taheri, Aryan Mokhtari, Hamed Hassani, Ramtin Pedarsani:
Robust and Communication-Efficient Collaborative Learning. NeurIPS 2019: 8386-8397 - [i7]Amirhossein Reisizadeh, Saurav Prakash, Ramtin Pedarsani, Amir Salman Avestimehr:
CodedReduce: A Fast and Robust Framework for Gradient Aggregation in Distributed Learning. CoRR abs/1902.01981 (2019) - [i6]Amirhossein Reisizadeh, Hossein Taheri, Aryan Mokhtari, Hamed Hassani, Ramtin Pedarsani:
Robust and Communication-Efficient Collaborative Learning. CoRR abs/1907.10595 (2019) - [i5]Amirhossein Reisizadeh, Aryan Mokhtari, Hamed Hassani, Ali Jadbabaie, Ramtin Pedarsani:
FedPAQ: A Communication-Efficient Federated Learning Method with Periodic Averaging and Quantization. CoRR abs/1909.13014 (2019) - 2018
- [c8]Amirhossein Reisizadeh, Aryan Mokhtari, Hamed Hassani, Ramtin Pedarsani:
Quantized Decentralized Consensus Optimization. CDC 2018: 5838-5843 - [c7]Saurav Prakash, Amirhossein Reisizadeh, Ramtin Pedarsani, Amir Salman Avestimehr:
Coded Computing for Distributed Graph Analytics. ISIT 2018: 1221-1225 - [c6]Amirhossein Reisizadeh, Pedro Abdalla, Ramtin Pedarsani:
Sub-linear Time Stochastic Threshold Group Testing via Sparse-Graph Codes. ITW 2018: 1-5 - [i4]Saurav Prakash, Amirhossein Reisizadeh, Ramtin Pedarsani, Salman Avestimehr:
Coded Computing for Distributed Graph Analytics. CoRR abs/1801.05522 (2018) - [i3]Amirhossein Reisizadeh, Aryan Mokhtari, S. Hamed Hassani, Ramtin Pedarsani:
Quantized Decentralized Consensus Optimization. CoRR abs/1806.11536 (2018) - 2017
- [c5]Pedro Abdalla, Amirhossein Reisizadeh, Ramtin Pedarsani:
Multilevel group testing via sparse-graph codes. ACSSC 2017: 895-899 - [c4]Amirhossein Reisizadeh, Ramtin Pedarsani:
Latency analysis of coded computation schemes over wireless networks. Allerton 2017: 1256-1263 - [c3]Amirhossein Reisizadeh, Saurav Prakash, Ramtin Pedarsani, Salman Avestimehr:
Coded computation over heterogeneous clusters. ISIT 2017: 2408-2412 - [i2]Amirhossein Reisizadehmobarakeh, Saurav Prakash, Ramtin Pedarsani, Salman Avestimehr:
Coded Computation over Heterogeneous Clusters. CoRR abs/1701.05973 (2017) - [i1]Amirhossein Reisizadeh, Ramtin Pedarsani:
Latency Analysis of Coded Computation Schemes over Wireless Networks. CoRR abs/1707.00040 (2017) - 2016
- [j1]Behzad Amiri, Amirhossein Reisizadehmobarakeh, Homa Esfahanizadeh, Jörg Kliewer, Lara Dolecek:
Optimized Design of Finite-Length Separable Circulant-Based Spatially-Coupled Codes: An Absorbing Set-Based Analysis. IEEE Trans. Commun. 64(10): 4029-4043 (2016) - [c2]Amirhossein Reisizadehmobarakeh, Clayton Schoeny, Chi-Yo Tsai, Lara Dolecek:
Approximate file synchronization: Upper bounds and interactive algorithms. ITW 2016: 320-324 - 2015
- [c1]Behzad Amiri, Amirhossein Reisizadeh, Jörg Kliewer, Lara Dolecek:
Optimized array-based spatially-coupled LDPC Codes: An absorbing set approach. ISIT 2015: 51-55
Coauthor Index
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