3LegRace: Privacy-Preserving DNN Training over TEEs and GPUs. | 0 | 0.34 | 2022 |
SpreadGNN: Decentralized Multi-Task Federated Learning for Graph Neural Networks on Molecular Data. | 0 | 0.34 | 2022 |
On The Effectiveness of Active Learning by Uncertainty Sampling in Classification of High-Dimensional Gaussian Mixture Data | 0 | 0.34 | 2022 |
Federated Learning for the Internet of Things: Applications, Challenges, and Opportunities | 0 | 0.34 | 2022 |
FedNLP: Benchmarking Federated Learning Methods for Natural Language Processing Tasks. | 0 | 0.34 | 2022 |
ApproxIFER: A Model-Agnostic Approach to Resilient and Robust Prediction Serving Systems. | 0 | 0.34 | 2022 |
Learnings from Federated Learning in The Real World | 0 | 0.34 | 2022 |
Info-Commit: Information-Theoretic Polynomial Commitment | 0 | 0.34 | 2022 |
Secure Federated Clustering. | 0 | 0.34 | 2022 |
Basil: A Fast and Byzantine-Resilient Approach for Decentralized Training | 0 | 0.34 | 2022 |
Analog Secret Sharing With Applications to Private Distributed Learning | 0 | 0.34 | 2022 |
List-Decodable Coded Computing: Breaking The Adversarial Toleration Barrier | 0 | 0.34 | 2021 |
Analog Lagrange Coded Computing | 0 | 0.34 | 2021 |
Coded Computing for Low-Latency Federated Learning Over Wireless Edge Networks | 10 | 0.48 | 2021 |
PolyShard: Coded Sharding Achieves Linearly Scaling Efficiency and Security Simultaneously | 5 | 0.51 | 2021 |
Analog Privacy-Preserving Coded Computing | 0 | 0.34 | 2021 |
Jupiter - a networked computing architecture. | 0 | 0.34 | 2021 |
Coded Computing for Boolean Functions | 0 | 0.34 | 2020 |
Interactive Verifiable Polynomial Evaluation | 0 | 0.34 | 2020 |
Collage Inference: Using Coded Redundancy for Lowering Latency Variation in Distributed Image Classification Systems | 1 | 0.38 | 2020 |
Turbo-Aggregate: Breaking the Quadratic Aggregation Barrier in Secure Federated Learning | 3 | 0.39 | 2020 |
Coded Computing for Distributed Graph Analytics | 0 | 0.34 | 2020 |
PolyShard: Coded Sharding Achieves Linearly Scaling Efficiency and Security Simultaneously | 1 | 0.36 | 2020 |
Straggler Mitigation in Distributed Matrix Multiplication: Fundamental Limits and Optimal Coding | 29 | 1.18 | 2020 |
Entangled Polynomial Codes for Secure, Private, and Batch Distributed Matrix Multiplication: Breaking the "Cubic" Barrier | 2 | 0.41 | 2020 |
Privacy-Aware Distributed Graph-Based Semi-Supervised Learning | 0 | 0.34 | 2019 |
Collage Inference: Achieving low tail latency during distributed image classification using coded redundancy models. | 0 | 0.34 | 2019 |
Timely Coded Computing | 0 | 0.34 | 2019 |
Fitting Relus Via Sgd And Quantized Sgd | 0 | 0.34 | 2019 |
A Topology-Aware Coding Framework For Distributed Graph Processing | 0 | 0.34 | 2019 |
Timely-Throughput Optimal Coded Computing over Cloud Networks. | 4 | 0.39 | 2019 |
CodedReduce: A Fast and Robust Framework for Gradient Aggregation in Distributed Learning | 0 | 0.34 | 2019 |
CodedPrivateML: A Fast and Privacy-Preserving Framework for Distributed Machine Learning | 7 | 0.52 | 2019 |
Coded State Machine - Scaling State Machine Execution under Byzantine Faults. | 0 | 0.34 | 2019 |
Robust Graph Signal Sampling | 0 | 0.34 | 2019 |
Slack squeeze coded computing for adaptive straggler mitigation | 2 | 0.37 | 2019 |
Compressed Coded Distributed Computing | 0 | 0.34 | 2018 |
Coded Computing For Distributed Graph Analytics | 1 | 0.35 | 2018 |
Secrecy DoF of Blind MIMOME Wiretap Channel With Delayed CSIT. | 1 | 0.35 | 2018 |
Near-Optimal Straggler Mitigation For Distributed Gradient Methods | 11 | 0.59 | 2018 |
Fundamental resource trade-offs for encoded distributed optimization | 0 | 0.34 | 2018 |
PolyShard: Coded Sharding Achieves Linearly Scaling Efficiency and Security Simultaneously. | 1 | 0.37 | 2018 |
Characterizing the Rate-Memory Tradeoff in Cache Networks within a Factor of 2. | 26 | 1.19 | 2017 |
Fundamental Limits of Non-Coherent Interference Alignment via Matroid Theory. | 0 | 0.34 | 2017 |
Coded TeraSort. | 0 | 0.34 | 2017 |
SINR-Threshold Scheduling with Binary Power Control for D2D Networks. | 0 | 0.34 | 2017 |
Polynomial Codes: an Optimal Design for High-Dimensional Coded Matrix Multiplication. | 38 | 1.49 | 2017 |
Coding for Distributed Fog Computing. | 32 | 1.16 | 2017 |
Topological Interference Management with Reconfigurable Antennas. | 1 | 0.41 | 2016 |
Fundamental Limits of Cache-Aided Interference Management. | 49 | 2.02 | 2016 |