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Distributed Computing

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Showing 51–100 of 379 papers

TitleStatusHype
MLitB: Machine Learning in the BrowserCode0
Clustered Federated Learning via Generalized Total Variation MinimizationCode0
Residual-INR: Communication Efficient On-Device Learning Using Implicit Neural RepresentationCode0
Accuracy-Efficiency Trade-Offs and Accountability in Distributed ML SystemsCode0
Communication-Efficient Federated Linear and Deep Generalized Canonical Correlation AnalysisCode0
Communication-efficient distributed eigenspace estimationCode0
Iterative Distributed Multinomial RegressionCode0
WONDER: Weighted one-shot distributed ridge regression in high dimensionsCode0
Improving Response Time of Home IoT Services in Federated LearningCode0
Hulk: Graph Neural Networks for Optimizing Regionally Distributed Computing SystemsCode0
Quasi-Newton Methods for Machine Learning: Forget the Past, Just SampleCode0
CoCoA: A General Framework for Communication-Efficient Distributed OptimizationCode0
Energy-Efficient Edge-Facilitated Wireless Collaborative Computing using Map-ReduceCode0
Achieving the time of 1-NN, but the accuracy of k-NNCode0
Efficient MPI-based Communication for GPU-Accelerated Dask ApplicationsCode0
Gaussian Ensemble Belief Propagation for Efficient Inference in High-Dimensional SystemsCode0
Distributed computing for physics-based data-driven reduced modeling at scale: Application to a rotating detonation rocket engineCode0
Distributed bundle adjustment with block-based sparse matrix compression for super large scale datasetsCode0
DINGO: Distributed Newton-Type Method for Gradient-Norm OptimizationCode0
Distributed Bayesian Matrix Decomposition for Big Data Mining and ClusteringCode0
Correlations Are Ruining Your Gradient DescentCode0
Easily parallelizable and distributable class of algorithms for structured sparsity, with optimal accelerationCode0
A Security Monitoring Framework For Virtualization Based HEP InfrastructuresCode0
Encoding Cryptographic Functions to SAT Using Transalg SystemCode0
Computing High Accuracy Power Spectra with PicoCode0
CrossVIT-augmented Geospatial-Intelligence Visualization System for Tracking Economic Development DynamicsCode0
Architectural Vision for Quantum Computing in the Edge-Cloud ContinuumCode0
Cooperative Coevolution for Non-Separable Large-Scale Black-Box Optimization: Convergence Analyses and Distributed AccelerationsCode0
Distributed Mixture-of-Agents for Edge Inference with Large Language ModelsCode0
Generalized Robust Bayesian Committee Machine for Large-scale Gaussian Process RegressionCode0
RankMap: A Platform-Aware Framework for Distributed Learning from Dense DatasetsCode0
BigSR: an empirical study of real-time expressive RDF stream reasoning on modern Big Data platforms—0
A Primer on Coordinate Descent Algorithms—0
Big Learning with Bayesian Methods—0
A Periodicity-based Parallel Time Series Prediction Algorithm in Cloud Computing Environments—0
A Distributed Deep Representation Learning Model for Big Image Data Classification—0
Beyond Model Scale Limits: End-Edge-Cloud Federated Learning with Self-Rectified Knowledge Agglomeration—0
A partial order view of message-passing communication models—0
BanditWare: A Contextual Bandit-based Framework for Hardware Prediction—0
Balanced Multi-modal Federated Learning via Cross-Modal Infiltration—0
An Efficiency-boosting Client Selection Scheme for Federated Learning with Fairness Guarantee—0
ADDAI: Anomaly Detection using Distributed AI—0
Automatic Model Selection for Neural Networks—0
Automated Reasoning in Modal and Description Logics via SAT Encoding: the Case Study of K(m)/ALC-Satisfiability—0
An Asynchronous Mini-Batch Algorithm for Regularized Stochastic Optimization—0
Automata for Hyperlanguages—0
AutoCross: Automatic Feature Crossing for Tabular Data in Real-World Applications—0
Analog Lagrange Coded Computing—0
Adaptive rewiring of random neural networks generates convergent-divergent units—0
Asynchronous Stochastic Gradient Descent with Decoupled Backpropagation and Layer-Wise Updates—0
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