| Scalable and Hybrid Ensemble-Based Causality Discovery | Dec 24, 2020 | BenchmarkingDistributed Computing | —Unverified | 0 |
| Accelerated, Scalable and Reproducible AI-driven Gravitational Wave Detection | Dec 15, 2020 | Distributed ComputingGravitational Wave Detection | —Unverified | 0 |
| Edge-assisted Democratized Learning Towards Federated Analytics | Dec 1, 2020 | Distributed ComputingEdge-computing | —Unverified | 0 |
| Privacy-Preserving Federated Learning for UAV-Enabled Networks: Learning-Based Joint Scheduling and Resource Management | Nov 28, 2020 | Distributed ComputingFederated Learning | —Unverified | 0 |
| Deep Generative Models that Solve PDEs: Distributed Computing for Training Large Data-Free Models | Nov 12, 2020 | DecoderDistributed Computing | —Unverified | 0 |
| An Efficiency-boosting Client Selection Scheme for Federated Learning with Fairness Guarantee | Nov 3, 2020 | Distributed ComputingFairness | —Unverified | 0 |
| Resource Allocation in Multi-armed Bandit Exploration: Overcoming Sublinear Scaling with Adaptive Parallelism | Oct 31, 2020 | Distributed ComputingMulti-Armed Bandits | —Unverified | 0 |
| A Closer Look at Codistillation for Distributed Training | Oct 6, 2020 | Distributed Computing | —Unverified | 0 |
| On Artificial Life and Emergent Computation in Physical Substrates | Sep 9, 2020 | Artificial LifeDistributed Computing | —Unverified | 0 |
| Large-scale Neural Solvers for Partial Differential Equations | Sep 8, 2020 | Distributed Computing | CodeCode Available | 1 |
| Communication-efficient distributed eigenspace estimation | Sep 5, 2020 | Distributed Computing | CodeCode Available | 0 |
| Analog Lagrange Coded Computing | Aug 19, 2020 | Distributed Computing | —Unverified | 0 |
| FedML: A Research Library and Benchmark for Federated Machine Learning | Jul 27, 2020 | BIG-bench Machine LearningDistributed Computing | CodeCode Available | 2 |
| Evaluation of Federated Learning in Phishing Email Detection | Jul 27, 2020 | Distributed ComputingFederated Learning | —Unverified | 0 |
| Minimum Overhead Beamforming and Resource Allocation in D2D Edge Networks | Jul 25, 2020 | CPUDistributed Computing | —Unverified | 0 |
| Deep Generative Models that Solve PDEs: Distributed Computing for Training Large Data-Free Models | Jul 24, 2020 | DecoderDistributed Computing | —Unverified | 0 |
| Simplification of Graph Convolutional Networks: A Matrix Factorization-based Perspective | Jul 17, 2020 | Community DetectionDistributed Computing | —Unverified | 0 |
| Resource Aware Multifidelity Active Learning for Efficient Optimization | Jul 9, 2020 | Active LearningBayesian Optimization | —Unverified | 0 |
| Robust Multi-Agent Multi-Armed Bandits | Jul 7, 2020 | Distributed ComputingMulti-Armed Bandits | —Unverified | 0 |
| Accuracy-Efficiency Trade-Offs and Accountability in Distributed ML Systems | Jul 4, 2020 | Autonomous VehiclesDistributed Computing | CodeCode Available | 0 |
| Coded Distributed Computing with Partial Recovery | Jul 4, 2020 | Distributed Computing | —Unverified | 0 |
| STORM: Foundations of End-to-End Empirical Risk Minimization on the Edge | Jun 25, 2020 | Distributed Computingregression | —Unverified | 0 |
| Exact Support Recovery in Federated Regression with One-shot Communication | Jun 22, 2020 | Distributed ComputingFederated Learning | —Unverified | 0 |
| Artificial Intelligence (AI)-Centric Management of Resources in Modern Distributed Computing Systems | Jun 9, 2020 | Distributed ComputingGPU | —Unverified | 0 |
| MANGO: A Python Library for Parallel Hyperparameter Tuning | May 22, 2020 | Bayesian OptimizationBIG-bench Machine Learning | CodeCode Available | 1 |
