| Efficient MPI-based Communication for GPU-Accelerated Dask Applications | Jan 21, 2021 | BlockingCPU | CodeCode Available | 0 | 5 |
| Memory-Efficient Gradient Unrolling for Large-Scale Bi-level Optimization | Jun 20, 2024 | Computational EfficiencyDistributed Computing | CodeCode Available | 0 | 5 |
| Energy-Efficient Edge-Facilitated Wireless Collaborative Computing using Map-Reduce | Mar 6, 2019 | Distributed Computing | CodeCode Available | 0 | 5 |
| Model Accuracy and Runtime Tradeoff in Distributed Deep Learning:A Systematic Study | Sep 14, 2015 | Distributed Computingimage-classification | CodeCode Available | 0 | 5 |
| Vector operations for accelerating expensive Bayesian computations -- a tutorial guide | Feb 25, 2019 | Distributed Computing | CodeCode Available | 0 | 5 |
| Online Asynchronous Distributed Regression | Jul 16, 2014 | Distributed Computingregression | CodeCode Available | 0 | 5 |
| Distributed Mixture-of-Agents for Edge Inference with Large Language Models | Dec 30, 2024 | Collaborative InferenceDistributed Computing | CodeCode Available | 0 | 5 |
| Optimization for Large-Scale Machine Learning with Distributed Features and Observations | Oct 31, 2016 | BIG-bench Machine LearningDistributed Computing | CodeCode Available | 0 | 5 |
| Distributed computing for physics-based data-driven reduced modeling at scale: Application to a rotating detonation rocket engine | Jul 13, 2024 | Distributed Computing | CodeCode Available | 0 | 5 |
| Achieving the time of 1-NN, but the accuracy of k-NN | Dec 6, 2017 | Computational EfficiencyDistributed Computing | CodeCode Available | 0 | 5 |
| Quasi-Newton Methods for Machine Learning: Forget the Past, Just Sample | Jan 28, 2019 | BenchmarkingBIG-bench Machine Learning | CodeCode Available | 0 | 5 |
| Billion-scale Network Embedding with Iterative Random Projection | May 7, 2018 | Distributed ComputingLink Prediction | CodeCode Available | 0 | 5 |
| Easily parallelizable and distributable class of algorithms for structured sparsity, with optimal acceleration | Feb 21, 2017 | Distributed Computing | CodeCode Available | 0 | 5 |
| DINGO: Distributed Newton-Type Method for Gradient-Norm Optimization | Jan 16, 2019 | Distributed ComputingVocal Bursts Type Prediction | CodeCode Available | 0 | 5 |
| Correlations Are Ruining Your Gradient Descent | Jul 15, 2024 | Distributed Computing | CodeCode Available | 0 | 5 |
| Cooperative Coevolution for Non-Separable Large-Scale Black-Box Optimization: Convergence Analyses and Distributed Accelerations | Apr 11, 2023 | CPUDistributed Computing | CodeCode Available | 0 | 5 |
| CrossVIT-augmented Geospatial-Intelligence Visualization System for Tracking Economic Development Dynamics | Dec 13, 2024 | Distributed Computing | CodeCode Available | 0 | 5 |
| Distributed Bayesian Matrix Decomposition for Big Data Mining and Clustering | Feb 10, 2020 | ClusteringDistributed Computing | CodeCode Available | 0 | 5 |
| Communication-efficient distributed eigenspace estimation | Sep 5, 2020 | Distributed Computing | CodeCode Available | 0 | 5 |
| Computing High Accuracy Power Spectra with Pico | Dec 2, 2007 | Distributed ComputingPICO | CodeCode Available | 0 | 5 |
| Communication-Efficient Federated Linear and Deep Generalized Canonical Correlation Analysis | Sep 25, 2021 | Distributed ComputingDistributed Optimization | CodeCode Available | 0 | 5 |
| Architectural Vision for Quantum Computing in the Edge-Cloud Continuum | May 9, 2023 | Collaborative InferenceDistributed Computing | CodeCode Available | 0 | 5 |
| A Security Monitoring Framework For Virtualization Based HEP Infrastructures | Apr 16, 2017 | BIG-bench Machine LearningCPU | CodeCode Available | 0 | 5 |
| CoCoA: A General Framework for Communication-Efficient Distributed Optimization | Nov 7, 2016 | BIG-bench Machine LearningDistributed Computing | CodeCode Available | 0 | 5 |
| Communication-Efficient Distributed SVD via Local Power Iterations | Feb 19, 2020 | Distributed Computing | CodeCode Available | 0 | 5 |
