Amirhossein Reisizadeh

Joined

April 2020

Names

Amirhossein Reisizadeh (Preferred)

Emails

****@ucsb.edu (Confirmed)

****@mit.edu (Confirmed)

****@gmail.com (Confirmed)

Personal Links

Homepage

Google Scholar

DBLP

Career & Education History

Postdoc

Massachusetts Institute of Technology (mit.edu)

2021 – 2025

Advisors, Relations & Conflicts

No relations added

Expertise

Optimization for Machine Learning

Distributed Learning

Federated Learning

Present

Publications

Straggler-Resilient Federated Learning: Leveraging the Interplay Between Statistical Accuracy and System Heterogeneity
Amirhossein Reisizadeh, Isidoros Tziotis, Hamed Hassani, Aryan Mokhtari, Ramtin Pedarsani
- 2020 (modified: 16 Apr 2023)
- CoRR 2020
- Readers: Everyone
Coded Computing for Distributed Graph Analytics
Saurav Prakash, Amirhossein Reisizadeh, Ramtin Pedarsani, Amir Salman Avestimehr
- 2020 (modified: 04 Nov 2022)
- IEEE Trans. Inf. Theory 2020
- Readers: Everyone
Hierarchical Coded Gradient Aggregation for Learning at the Edge
Saurav Prakash, Amirhossein Reisizadeh, Ramtin Pedarsani, Amir Salman Avestimehr
- 2020 (modified: 04 Nov 2022)
- ISIT 2020
- Readers: Everyone
Robust Federated Learning: The Case of Affine Distribution Shifts
Amirhossein Reisizadeh, Farzan Farnia, Ramtin Pedarsani, Ali Jadbabaie
- 2020 (modified: 04 Nov 2022)
- NeurIPS 2020
- Readers: Everyone
Robust Federated Learning: The Case of Affine Distribution Shifts
Amirhossein Reisizadeh, Farzan Farnia, Ramtin Pedarsani, Ali Jadbabaie
- 2020 (modified: 04 Nov 2022)
- CoRR 2020
- Readers: Everyone
An Exact Quantized Decentralized Gradient Descent Algorithm
Amirhossein Reisizadeh, Aryan Mokhtari, Hamed Hassani, Ramtin Pedarsani
- 2019 (modified: 08 Nov 2022)
- IEEE Trans. Signal Process. 2019
- Readers: Everyone
FedPAQ: A Communication-Efficient Federated Learning Method with Periodic Averaging and Quantization
Amirhossein Reisizadeh, Aryan Mokhtari, Hamed Hassani, Ali Jadbabaie, Ramtin Pedarsani
- 2019 (modified: 08 Nov 2022)
- CoRR 2019
- Readers: Everyone
CodedReduce: A Fast and Robust Framework for Gradient Aggregation in Distributed Learning
Amirhossein Reisizadeh, Saurav Prakash, Ramtin Pedarsani, Amir Salman Avestimehr
- 2019 (modified: 04 Nov 2022)
- CoRR 2019
- Readers: Everyone
Coded Computation Over Heterogeneous Clusters
Amirhossein Reisizadeh, Saurav Prakash, Ramtin Pedarsani, Amir Salman Avestimehr
- 2019 (modified: 04 Nov 2022)
- IEEE Trans. Inf. Theory 2019
- Readers: Everyone
Tree Gradient Coding
Amirhossein Reisizadeh, Saurav Prakash, Ramtin Pedarsani, Amir Salman Avestimehr
- 2019 (modified: 04 Nov 2022)
- ISIT 2019
- Readers: Everyone

View all 16 publications