Name
Affiliation
Papers
AMIR SALMAN AVESTIMEHR
Univ Calif Berkeley, Wireless Fdn, Berkeley, CA 94720 USA
193
Collaborators
Citations 
PageRank 
205
1880
157.39
Referers 
Referees 
References 
2156
1482
1438
Search Limit
1001000
Title
Citations
PageRank
Year
3LegRace: Privacy-Preserving DNN Training over TEEs and GPUs.00.342022
SpreadGNN: Decentralized Multi-Task Federated Learning for Graph Neural Networks on Molecular Data.00.342022
On The Effectiveness of Active Learning by Uncertainty Sampling in Classification of High-Dimensional Gaussian Mixture Data00.342022
Federated Learning for the Internet of Things: Applications, Challenges, and Opportunities00.342022
FedNLP: Benchmarking Federated Learning Methods for Natural Language Processing Tasks.00.342022
ApproxIFER: A Model-Agnostic Approach to Resilient and Robust Prediction Serving Systems.00.342022
Learnings from Federated Learning in The Real World00.342022
Info-Commit: Information-Theoretic Polynomial Commitment00.342022
Secure Federated Clustering.00.342022
Basil: A Fast and Byzantine-Resilient Approach for Decentralized Training00.342022
Analog Secret Sharing With Applications to Private Distributed Learning00.342022
List-Decodable Coded Computing: Breaking The Adversarial Toleration Barrier00.342021
Analog Lagrange Coded Computing00.342021
Coded Computing for Low-Latency Federated Learning Over Wireless Edge Networks100.482021
PolyShard: Coded Sharding Achieves Linearly Scaling Efficiency and Security Simultaneously50.512021
Analog Privacy-Preserving Coded Computing00.342021
Jupiter - a networked computing architecture.00.342021
Coded Computing for Boolean Functions00.342020
Interactive Verifiable Polynomial Evaluation00.342020
Collage Inference: Using Coded Redundancy for Lowering Latency Variation in Distributed Image Classification Systems10.382020
Turbo-Aggregate: Breaking the Quadratic Aggregation Barrier in Secure Federated Learning30.392020
Coded Computing for Distributed Graph Analytics00.342020
PolyShard: Coded Sharding Achieves Linearly Scaling Efficiency and Security Simultaneously10.362020
Straggler Mitigation in Distributed Matrix Multiplication: Fundamental Limits and Optimal Coding291.182020
Entangled Polynomial Codes for Secure, Private, and Batch Distributed Matrix Multiplication: Breaking the "Cubic" Barrier20.412020
Privacy-Aware Distributed Graph-Based Semi-Supervised Learning00.342019
Collage Inference: Achieving low tail latency during distributed image classification using coded redundancy models.00.342019
Timely Coded Computing00.342019
Fitting Relus Via Sgd And Quantized Sgd00.342019
A Topology-Aware Coding Framework For Distributed Graph Processing00.342019
Timely-Throughput Optimal Coded Computing over Cloud Networks.40.392019
CodedReduce: A Fast and Robust Framework for Gradient Aggregation in Distributed Learning00.342019
CodedPrivateML: A Fast and Privacy-Preserving Framework for Distributed Machine Learning70.522019
Coded State Machine - Scaling State Machine Execution under Byzantine Faults.00.342019
Robust Graph Signal Sampling00.342019
Slack squeeze coded computing for adaptive straggler mitigation20.372019
Compressed Coded Distributed Computing00.342018
Coded Computing For Distributed Graph Analytics10.352018
Secrecy DoF of Blind MIMOME Wiretap Channel With Delayed CSIT.10.352018
Near-Optimal Straggler Mitigation For Distributed Gradient Methods110.592018
Fundamental resource trade-offs for encoded distributed optimization00.342018
PolyShard: Coded Sharding Achieves Linearly Scaling Efficiency and Security Simultaneously.10.372018
Characterizing the Rate-Memory Tradeoff in Cache Networks within a Factor of 2.261.192017
Fundamental Limits of Non-Coherent Interference Alignment via Matroid Theory.00.342017
Coded TeraSort.00.342017
SINR-Threshold Scheduling with Binary Power Control for D2D Networks.00.342017
Polynomial Codes: an Optimal Design for High-Dimensional Coded Matrix Multiplication.381.492017
Coding for Distributed Fog Computing.321.162017
Topological Interference Management with Reconfigurable Antennas.10.412016
Fundamental Limits of Cache-Aided Interference Management.492.022016
  • 1
  • 2