Amir Salman Avestimehr

ORCID

Publication Activity (10 Years)

Years Active: 2003-2023
Publications (10 Years): 165

Top Venues

CoRR

ISIT

IEEE Trans. Inf. Theory

Allerton

Publications

Jinhyun So, Ramy E. Ali, Basak Güler, Jiantao Jiao, Amir Salman Avestimehr
Securing Secure Aggregation: Mitigating Multi-Round Privacy Leakage in Federated Learning. AAAI (2023)
Sunwoo Lee, Tuo Zhang, Amir Salman Avestimehr
Layer-Wise Adaptive Model Aggregation for Scalable Federated Learning. AAAI (2023)
Yahya H. Ezzeldin, Shen Yan, Chaoyang He, Emilio Ferrara, Amir Salman Avestimehr
FairFed: Enabling Group Fairness in Federated Learning. AAAI (2023)
Tuo Zhang, Lei Gao, Chaoyang He, Mi Zhang, Bhaskar Krishnamachari, Amir Salman Avestimehr
Federated Learning for the Internet of Things: Applications, Challenges, and Opportunities. IEEE Internet Things Mag. 5 (1) (2022)
Mahdi Soleymani, Hessam Mahdavifar, Amir Salman Avestimehr
Analog Secret Sharing With Applications to Private Distributed Learning. IEEE Trans. Inf. Forensics Secur. 17 (2022)
Seyed Mohammadreza Mousavi Kalan, Mahdi Soltanolkotabi, Amir Salman Avestimehr
Statistical Minimax Lower Bounds for Transfer Learning in Linear Binary Classification. ISIT (2022)
Ahmed Roushdy Elkordy, Amir Salman Avestimehr
HeteroSAg: Secure Aggregation With Heterogeneous Quantization in Federated Learning. IEEE Trans. Commun. 70 (4) (2022)
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) (2022)
Mahdi Soleymani, Ramy E. Ali, Hessam Mahdavifar, Amir Salman Avestimehr
ApproxIFER: A Model-Agnostic Approach to Resilient and Robust Prediction Serving Systems. AAAI (2022)
Saeid Sahraei, Amir Salman Avestimehr, Ramy E. Ali
Info-Commit: Information-Theoretic Polynomial Commitment. IEEE Trans. Inf. Forensics Secur. 17 (2022)
August Deer, Ramy E. Ali, Amir Salman Avestimehr
On Multi-Round Privacy in Federated Learning. IEEECONF (2022)
Chien-Sheng Yang, Ramtin Pedarsani, Amir Salman Avestimehr
Edge Computing in the Dark: Leveraging Contextual-Combinatorial Bandit and Coded Computing. IEEE/ACM Trans. Netw. 29 (3) (2021)
Mahdi Soleymani, Hessam Mahdavifar, Amir Salman Avestimehr
Analog Privacy-Preserving Coded Computing. ISIT (2021)
Ahmed Roushdy Elkordy, Songze Li, Mohammad Ali Maddah-Ali, Amir Salman Avestimehr
Compressed Coded Distributed Computing. IEEE Trans. Commun. 69 (5) (2021)
Jinhyun So, Basak Güler, Amir Salman Avestimehr
CodedPrivateML: A Fast and Privacy-Preserving Framework for Distributed Machine Learning. IEEE J. Sel. Areas Inf. Theory 2 (1) (2021)
Jinhyun So, Basak Güler, Amir Salman Avestimehr
Turbo-Aggregate: Breaking the Quadratic Aggregation Barrier in Secure Federated Learning. IEEE J. Sel. Areas Inf. Theory 2 (1) (2021)
Qian Yu, Amir Salman Avestimehr
Coded Computing for Resilient, Secure, and Privacy-Preserving Distributed Matrix Multiplication. IEEE Trans. Commun. 69 (1) (2021)
Ahmed Roushdy Elkordy, Saurav Prakash, Amir Salman Avestimehr
Basil: A Fast and Byzantine-Resilient Approach for Decentralized Training. CoRR (2021)
Songze Li, Mingchao Yu, Chien-Sheng Yang, Amir Salman Avestimehr, Sreeram Kannan, Pramod Viswanath
PolyShard: Coded Sharding Achieves Linearly Scaling Efficiency and Security Simultaneously. IEEE Trans. Inf. Forensics Secur. 16 (2021)
Jinhyun So, Ramy E. Ali, Basak Güler, Amir Salman Avestimehr
Secure Aggregation for Buffered Asynchronous Federated Learning. CoRR (2021)
Mahdi Soleymani, Ramy E. Ali, Hessam Mahdavifar, Amir Salman Avestimehr
List-Decodable Coded Computing: Breaking the Adversarial Toleration Barrier. CoRR (2021)
Mahdi Soleymani, Ramy E. Ali, Hessam Mahdavifar, Amir Salman Avestimehr
ApproxIFER: A Model-Agnostic Approach to Resilient and Robust Prediction Serving Systems. CoRR (2021)
Jinhyun So, Basak Güler, Amir Salman Avestimehr
Byzantine-Resilient Secure Federated Learning. IEEE J. Sel. Areas Commun. 39 (7) (2021)
Mahdi Soleymani, Ramy E. Ali, Hessam Mahdavifar, Amir Salman Avestimehr
List-Decodable Coded Computing: Breaking the Adversarial Toleration Barrier. ISIT (2021)
Chien-Sheng Yang, Amir Salman Avestimehr
Coded Computing for Secure Boolean Computations. IEEE J. Sel. Areas Inf. Theory 2 (1) (2021)
Mahdi Soleymani, Hessam Mahdavifar, Amir Salman Avestimehr
Analog Lagrange Coded Computing. IEEE J. Sel. Areas Inf. Theory 2 (1) (2021)
Mahdi Soleymani, Ramy E. Ali, Hessam Mahdavifar, Amir Salman Avestimehr
List-Decodable Coded Computing: Breaking the Adversarial Toleration Barrier. IEEE J. Sel. Areas Inf. Theory 2 (3) (2021)
Saeid Sahraei, Mohammad Ali Maddah-Ali, Amir Salman Avestimehr
Interactive Verifiable Polynomial Evaluation. IEEE J. Sel. Areas Inf. Theory 2 (1) (2021)
Qian Yu, Mohammad Ali Maddah-Ali, Amir Salman Avestimehr
Straggler Mitigation in Distributed Matrix Multiplication: Fundamental Limits and Optimal Coding. IEEE Trans. Inf. Theory 66 (3) (2020)
Chien-Sheng Yang, Amir Salman Avestimehr
Coded Computing for Boolean Functions. ISITA (2020)
Chien-Sheng Yang, Ramtin Pedarsani, Amir Salman Avestimehr
Coded Computing in Unknown Environment via Online Learning. ISIT (2020)
Seyed Mohammadreza Mousavi Kalan, Zalan Fabian, Amir Salman Avestimehr, Mahdi Soltanolkotabi
Minimax Lower Bounds for Transfer Learning with Linear and One-hidden Layer Neural Networks. CoRR (2020)
Saurav Prakash, Amirhossein Reisizadeh, Ramtin Pedarsani, Amir Salman Avestimehr
Hierarchical Coded Gradient Aggregation for Learning at the Edge. ISIT (2020)
Mahdi Soleymani, Hessam Mahdavifar, Amir Salman Avestimehr
Privacy-Preserving Distributed Learning in the Analog Domain. CoRR (2020)
Saurav Prakash, Sagar Dhakal, Mustafa Riza Akdeniz, Amir Salman Avestimehr, Nageen Himayat
Coded Computing for Federated Learning at the Edge. CoRR (2020)
Jinhyun So, Basak Guler, Amir Salman Avestimehr
Turbo-Aggregate: Breaking the Quadratic Aggregation Barrier in Secure Federated Learning. IACR Cryptol. ePrint Arch. 2020 (2020)
Ahmed Roushdy Elkordy, Amir Salman Avestimehr
Secure Aggregation with Heterogeneous Quantization in Federated Learning. CoRR (2020)
Qian Yu, Amir Salman Avestimehr
Entangled Polynomial Codes for Secure, Private, and Batch Distributed Matrix Multiplication: Breaking the "Cubic" Barrier. ISIT (2020)
Jinhyun So, Basak Guler, Amir Salman Avestimehr
Byzantine-Resilient Secure Federated Learning. CoRR (2020)
Basak Güler, Amir Salman Avestimehr, Antonio Ortega
TACC: Topology-Aware Coded Computing for Distributed Graph Processing. IEEE Trans. Signal Inf. Process. over Networks 6 (2020)
Qian Yu, Amir Salman Avestimehr
Entangled Polynomial Codes for Secure, Private, and Batch Distributed Matrix Multiplication: Breaking the "Cubic" Barrier. CoRR (2020)
Jinhyun So, Basak Guler, Amir Salman Avestimehr
Turbo-Aggregate: Breaking the Quadratic Aggregation Barrier in Secure Federated Learning. CoRR (2020)
Saurav Prakash, Amirhossein Reisizadeh, Ramtin Pedarsani, Amir Salman Avestimehr
Coded Computing for Distributed Graph Analytics. IEEE Trans. Inf. Theory 66 (10) (2020)
Jinhyun So, Basak Guler, Amir Salman Avestimehr
A Scalable Approach for Privacy-Preserving Collaborative Machine Learning. CoRR (2020)
Songze Li, Mingchao Yu, Chien-Sheng Yang, Amir Salman Avestimehr, Sreeram Kannan, Pramod Viswanath
PolyShard: Coded Sharding Achieves Linearly Scaling Efficiency and Security Simultaneously. ISIT (2020)
Ramy E. Ali, Jinhyun So, Amir Salman Avestimehr
On Polynomial Approximations for Privacy-Preserving and Verifiable ReLU Networks. CoRR (2020)
Mahdi Soleymani, Hessam Mahdavifar, Amir Salman Avestimehr
Analog Lagrange Coded Computing. CoRR (2020)
Chien-Sheng Yang, Amir Salman Avestimehr
Coded Computing for Boolean Functions. CoRR (2020)
Saurav Prakash, Amir Salman Avestimehr
Mitigating Byzantine Attacks in Federated Learning. CoRR (2020)
Chien-Sheng Yang, Ramtin Pedarsani, Amir Salman Avestimehr
Communication-Aware Scheduling of Serial Tasks for Dispersed Computing. IEEE/ACM Trans. Netw. 27 (4) (2019)
Navid Naderializadeh, Mohammad Ali Maddah-Ali, Amir Salman Avestimehr
Cache-Aided Interference Management in Wireless Cellular Networks. IEEE Trans. Commun. 67 (5) (2019)
Seyed Mohammadreza Mousavi Kalan, Mahdi Soltanolkotabi, Amir Salman Avestimehr
Fitting ReLUs via SGD and Quantized SGD. ISIT (2019)
Qian Yu, Amir Salman Avestimehr
Harmonic Coding: An Optimal Linear Code for Privacy-Preserving Gradient-Type Computation. ISIT (2019)
Navid Azizan Ruhi, Farshad Lahouti, Amir Salman Avestimehr, Babak Hassibi
Distributed Solution of Large-Scale Linear Systems via Accelerated Projection-Based Consensus. IEEE Trans. Signal Process. 67 (14) (2019)
Basak Güler, Ajinkya Jayawant, Amir Salman Avestimehr, Antonio Ortega
Robust Graph Signal Sampling. ICASSP (2019)
Seyed Mohammadreza Mousavi Kalan, Mahdi Soltanolkotabi, Amir Salman Avestimehr
Fitting ReLUs via SGD and Quantized SGD. CoRR (2019)
Jinhyun So, Basak Guler, Amir Salman Avestimehr, Payman Mohassel
CodedPrivateML: A Fast and Privacy-Preserving Framework for Distributed Machine Learning. IACR Cryptol. ePrint Arch. 2019 (2019)
Chien-Sheng Yang, Ramtin Pedarsani, Amir Salman Avestimehr
Timely-Throughput Optimal Coded Computing over Cloud Networks. CoRR (2019)
Amirhossein Reisizadeh, Saurav Prakash, Ramtin Pedarsani, Amir Salman Avestimehr
Coded Computation Over Heterogeneous Clusters. IEEE Trans. Inf. Theory 65 (7) (2019)
Chien-Sheng Yang, Ramtin Pedarsani, Amir Salman Avestimehr
Timely-Throughput Optimal Coded Computing over Cloud Networks. MobiHoc (2019)
Amirhossein Reisizadeh, Saurav Prakash, Ramtin Pedarsani, Amir Salman Avestimehr
CodedReduce: A Fast and Robust Framework for Gradient Aggregation in Distributed Learning. CoRR (2019)
Saeid Sahraei, Amir Salman Avestimehr
INTERPOL: Information Theoretically Verifiable Polynomial Evaluation. ISIT (2019)
Qian Yu, Mohammad Ali Maddah-Ali, Amir Salman Avestimehr
Characterizing the Rate-Memory Tradeoff in Cache Networks Within a Factor of 2. IEEE Trans. Inf. Theory 65 (1) (2019)
Seyed Mohammad Asghari, Yi Ouyang, Ashutosh Nayyar, Amir Salman Avestimehr
An Approximation Algorithm for Optimal Clique Cover Delivery in Coded Caching. IEEE Trans. Commun. 67 (7) (2019)
Amirhossein Reisizadeh, Saurav Prakash, Ramtin Pedarsani, Amir Salman Avestimehr
Tree Gradient Coding. ISIT (2019)
Chien-Sheng Yang, Ramtin Pedarsani, Amir Salman Avestimehr
Edge Computing in the Dark: Leveraging Contextual-Combinatorial Bandit and Coded Computing. CoRR (2019)
Basak Güler, Amir Salman Avestimehr, Antonio Ortega
Privacy-Aware Distributed Graph-Based Semi-Supervised Learning. MLSP (2019)
Mehrdad Kiamari, Amir Salman Avestimehr
Capacity Region of the Symmetric Injective K-User Deterministic Interference Channel. IEEE Trans. Inf. Theory 65 (7) (2019)
Jinhyun So, Basak Guler, Amir Salman Avestimehr, Payman Mohassel
CodedPrivateML: A Fast and Privacy-Preserving Framework for Distributed Machine Learning. CoRR (2019)
Bagak Güler, Amir Salman Avestimehr, Antonio Ortega
A Topology-aware Coding Framework for Distributed Graph Processing. ICASSP (2019)
Chien-Sheng Yang, Ramtin Pedarsani, Amir Salman Avestimehr
Timely Coded Computing. ISIT (2019)
Saeid Sahraei, Amir Salman Avestimehr
INTERPOL: Information Theoretically Verifiable Polynomial Evaluation. CoRR (2019)
Aamir Anis, Aly El Gamal, Amir Salman Avestimehr, Antonio Ortega
A Sampling Theory Perspective of Graph-Based Semi-Supervised Learning. IEEE Trans. Inf. Theory 65 (4) (2019)
Qian Yu, Songze Li, Netanel Raviv, Seyed Mohammadreza Mousavi Kalan, Mahdi Soltanolkotabi, Amir Salman Avestimehr
Lagrange Coded Computing: Optimal Design for Resiliency, Security, and Privacy. AISTATS (2019)
Qian Yu, Amir Salman Avestimehr
Harmonic Coding: An Optimal Linear Code for Privacy-Preserving Gradient-Type Computation. CoRR (2019)
Songze Li, Mohammad Ali Maddah-Ali, Amir Salman Avestimehr
Compressed Coded Distributed Computing. ISIT (2018)
Songze Li, Seyed Mohammadreza Mousavi Kalan, Amir Salman Avestimehr, Mahdi Soltanolkotabi
Near-Optimal Straggler Mitigation for Distributed Gradient Methods. IPDPS Workshops (2018)
Songze Li, Mohammad Ali Maddah-Ali, Amir Salman Avestimehr
Compressed Coded Distributed Computing. CoRR (2018)
Qian Yu, Netanel Raviv, Amir Salman Avestimehr
Coding for Private and Secure Multiparty Computing. ITW (2018)
Sina Lashgari, Amir Salman Avestimehr
Secrecy DoF of Blind MIMOME Wiretap Channel With Delayed CSIT. IEEE Trans. Inf. Forensics Secur. 13 (2) (2018)
Chien-Sheng Yang, Amir Salman Avestimehr, Ramtin Pedarsani
Communication-Aware Scheduling of Serial Tasks for Dispersed Computing. ISIT (2018)
Qian Yu, Mohammad Ali Maddah-Ali, Amir Salman Avestimehr
Straggler Mitigation in Distributed Matrix Multiplication: Fundamental Limits and Optimal Coding. ISIT (2018)
Qian Yu, Mohammad Ali Maddah-Ali, Amir Salman Avestimehr
Straggler Mitigation in Distributed Matrix Multiplication: Fundamental Limits and Optimal Coding. CoRR (2018)
Seyed Mohammad Asghari, Yi Ouyang, Ashutosh Nayyar, Amir Salman Avestimehr
Optimal Coded Multicast in Cache Networks with Arbitrary Content Placement. ICC (2018)
Amir Salman Avestimehr, Seyed Mohammadreza Mousavi Kalan, Mahdi Soltanolkotabi
Fundamental Resource Trade-offs for Encoded Distributed Optimization. CoRR (2018)
Qian Yu, Netanel Raviv, Jinhyun So, Amir Salman Avestimehr
Lagrange Coded Computing: Optimal Design for Resiliency, Security and Privacy. CoRR (2018)
Chien-Sheng Yang, Ramtin Pedarsani, Amir Salman Avestimehr
Communication-Aware Scheduling of Serial Tasks for Dispersed Computing. CoRR (2018)
Songze Li, Mingchao Yu, Amir Salman Avestimehr, Sreeram Kannan, Pramod Viswanath
PolyShard: Coded Sharding Achieves Linearly Scaling Efficiency and Security Simultaneously. IACR Cryptol. ePrint Arch. 2018 (2018)
Songze Li, Seyed Mohammadreza Mousavi Kalan, Qian Yu, Mahdi Soltanolkotabi, Amir Salman Avestimehr
Polynomially Coded Regression: Optimal Straggler Mitigation via Data Encoding. CoRR (2018)
Songze Li, Mohammad Ali Maddah-Ali, Qian Yu, Amir Salman Avestimehr
A Fundamental Tradeoff Between Computation and Communication in Distributed Computing. IEEE Trans. Inf. Theory 64 (1) (2018)
Saurav Prakash, Amirhossein Reisizadeh, Ramtin Pedarsani, Amir Salman Avestimehr
Coded Computing for Distributed Graph Analytics. ISIT (2018)
Qian Yu, Mohammad Ali Maddah-Ali, Amir Salman Avestimehr
The Exact Rate-Memory Tradeoff for Caching With Uncoded Prefetching. IEEE Trans. Inf. Theory 64 (2) (2018)
Qian Yu, Mohammad Ali Maddah-Ali, Amir Salman Avestimehr
Communication-optimal coding designs for caching networks. ITW (2017)
Qian Yu, Mohammad Ali Maddah-Ali, Amir Salman Avestimehr
Coded Fourier Transform. CoRR (2017)
Songze Li, Mohammad Ali Maddah-Ali, Amir Salman Avestimehr
Coding for Distributed Fog Computing. IEEE Commun. Mag. 55 (4) (2017)
Mehrdad Kiamari, Chenwei Wang, Amir Salman Avestimehr, Haralabos C. Papadopoulos
SINR-Threshold Scheduling with Binary Power Control for D2D Networks. GLOBECOM (2017)
Songze Li, Mohammad Ali Maddah-Ali, Amir Salman Avestimehr
Architectures for coded mobile edge computing. FWC (2017)
Qian Yu, Mohammad Ali Maddah-Ali, Amir Salman Avestimehr
Characterizing the rate-memory tradeoff in cache networks within a factor of 2. ISIT (2017)
Mehrdad Kiamari, Chenwei Wang, Amir Salman Avestimehr
On Heterogeneous Coded Distributed Computing. CoRR (2017)
Mehrdad Kiamari, Chenwei Wang, Amir Salman Avestimehr
On Heterogeneous Coded Distributed Computing. GLOBECOM (2017)

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Publication Activity (10 Years)

Top Topics

Top Venues

Amir Salman Avestimehr