Amirhossein Reisizadeh

According to our database, Amirhossein Reisizadeh authored at least 27 papers between 2015 and 2024.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of three.

2024

Robust Decentralized Learning with Local Updates and Gradient Tracking.

Sajjad Ghiasvand, Amirhossein Reisizadeh, Mahnoosh Alizadeh, Ramtin Pedarsani

CoRR, 2024

Communication-efficient and Decentralized Federated Minimax Optimization.

Sajjad Ghiasvand, Amirhossein Reisizadeh, Mahnoosh Alizadeh, Ramtin Pedarsani

Proceedings of the 60th Annual Allerton Conference on Communication, 2024

EM for Mixture of Linear Regression with Clustered Data.

Amirhossein Reisizadeh, Khashayar Gatmiry, Asuman E. Ozdaglar

Proceedings of the International Conference on Artificial Intelligence and Statistics, 2024

2023

Variance-reduced Clipping for Non-convex Optimization.

Amirhossein Reisizadeh, Haochuan Li, Subhro Das, Ali Jadbabaie

CoRR, 2023

Adaptive Low-Rank Gradient Descent.

Ali Jadbabaie, Anuran Makur, Amirhossein Reisizadeh

Proceedings of the 62nd IEEE Conference on Decision and Control, 2023

Gradient Descent with Low-Rank Objective Functions.

Romain Cosson, Ali Jadbabaie, Anuran Makur, Amirhossein Reisizadeh, Devavrat Shah

Proceedings of the 62nd IEEE Conference on Decision and Control, 2023

2022

CodedReduce: A Fast and Robust Framework for Gradient Aggregation in Distributed Learning.

Amirhossein Reisizadeh, Saurav Prakash, Ramtin Pedarsani, Amir Salman Avestimehr

IEEE/ACM Trans. Netw., 2022

Straggler-Resilient Federated Learning: Leveraging the Interplay Between Statistical Accuracy and System Heterogeneity.

Amirhossein Reisizadeh, Isidoros Tziotis, Hamed Hassani, Aryan Mokhtari, Ramtin Pedarsani

IEEE J. Sel. Areas Inf. Theory, 2022

An Optimal Transport Approach to Personalized Federated Learning.

Farzan Farnia, Amirhossein Reisizadeh, Ramtin Pedarsani, Ali Jadbabaie

IEEE J. Sel. Areas Inf. Theory, 2022

Gradient Descent for Low-Rank Functions.

Romain Cosson, Ali Jadbabaie, Anuran Makur, Amirhossein Reisizadeh, Devavrat Shah

CoRR, 2022

Adaptive Node Participation for Straggler-Resilient Federated Learning.

Amirhossein Reisizadeh, Isidoros Tziotis, Hamed Hassani, Aryan Mokhtari, Ramtin Pedarsani

Proceedings of the IEEE International Conference on Acoustics, 2022

2021

Robust and Efficient Algorithms for Federated Learning and Distributed Computing

Amirhossein Reisizadeh

PhD thesis, 2021

2020

Coded Computing for Distributed Graph Analytics.

Saurav Prakash, Amirhossein Reisizadeh, Ramtin Pedarsani, Amir Salman Avestimehr

IEEE Trans. Inf. Theory, 2020

Robust Federated Learning: The Case of Affine Distribution Shifts.

Amirhossein Reisizadeh, Farzan Farnia, Ramtin Pedarsani, Ali Jadbabaie

Proceedings of the Advances in Neural Information Processing Systems 33: Annual Conference on Neural Information Processing Systems 2020, 2020

Hierarchical Coded Gradient Aggregation for Learning at the Edge.

Saurav Prakash, Amirhossein Reisizadeh, Ramtin Pedarsani, Amir Salman Avestimehr

Proceedings of the IEEE International Symposium on Information Theory, 2020

FedPAQ: A Communication-Efficient Federated Learning Method with Periodic Averaging and Quantization.

Amirhossein Reisizadeh, Aryan Mokhtari, Hamed Hassani, Ali Jadbabaie, Ramtin Pedarsani

Proceedings of the 23rd International Conference on Artificial Intelligence and Statistics, 2020

2019

An Exact Quantized Decentralized Gradient Descent Algorithm.

Amirhossein Reisizadeh, Aryan Mokhtari, Hamed Hassani, Ramtin Pedarsani

IEEE Trans. Signal Process., 2019

Coded Computation Over Heterogeneous Clusters.

Amirhossein Reisizadeh, Saurav Prakash, Ramtin Pedarsani, Amir Salman Avestimehr

IEEE Trans. Inf. Theory, 2019

Robust and Communication-Efficient Collaborative Learning.

Amirhossein Reisizadeh, Hossein Taheri, Aryan Mokhtari, Hamed Hassani, Ramtin Pedarsani

Proceedings of the Advances in Neural Information Processing Systems 32: Annual Conference on Neural Information Processing Systems 2019, 2019

Tree Gradient Coding.

Amirhossein Reisizadeh, Saurav Prakash, Ramtin Pedarsani, Amir Salman Avestimehr

Proceedings of the IEEE International Symposium on Information Theory, 2019

2018

Sub-linear Time Stochastic Threshold Group Testing via Sparse-Graph Codes.

Amirhossein Reisizadeh, Pedro Abdalla, Ramtin Pedarsani

Proceedings of the IEEE Information Theory Workshop, 2018

Quantized Decentralized Consensus Optimization.

Amirhossein Reisizadeh, Aryan Mokhtari, Hamed Hassani, Ramtin Pedarsani

Proceedings of the 57th IEEE Conference on Decision and Control, 2018

2017

Latency analysis of coded computation schemes over wireless networks.

Amirhossein Reisizadeh, Ramtin Pedarsani

Proceedings of the 55th Annual Allerton Conference on Communication, 2017

Multilevel group testing via sparse-graph codes.

Pedro Abdalla, Amirhossein Reisizadeh, Ramtin Pedarsani

Proceedings of the 51st Asilomar Conference on Signals, Systems, and Computers, 2017

2016

Optimized Design of Finite-Length Separable Circulant-Based Spatially-Coupled Codes: An Absorbing Set-Based Analysis.

Behzad Amiri, Amirhossein Reisizadehmobarakeh, Homa Esfahanizadeh, Jörg Kliewer, Lara Dolecek

IEEE Trans. Commun., 2016

Approximate file synchronization: Upper bounds and interactive algorithms.

Amirhossein Reisizadehmobarakeh, Clayton Schoeny, Chi-Yo Tsai, Lara Dolecek

Proceedings of the 2016 IEEE Information Theory Workshop, 2016

2015

Optimized array-based spatially-coupled LDPC Codes: An absorbing set approach.

Behzad Amiri, Amirhossein Reisizadeh, Jörg Kliewer, Lara Dolecek

Proceedings of the IEEE International Symposium on Information Theory, 2015