Pinned Repositories
awesome-federated-learning
resources about federated learning and privacy in machine learning
Awesome-Federated-Learning-1
Federated Learning Library: https://fedml.ai
Consensus_Bayesian_Opt
fedensemble
The implementation of Fedensemble
flsimulator
The implementation of Fedensemble
hmf
The implementation of heterogeneous matrix factorization
Personalized_FL_with_DA
The implementation of the paper domain adaptation for personalized federated learning
Personalized_PCA
An implementation for personalized PCA
SGD-in-Gaussain-processes
We show that SGD can indeed be used to infer Gaussian processes. This in turn allows GPs to scale far beyond what was thought possible.
WeaklySupervisedMGP
R code for Weakly-supervised multi-output Gaussian processes
UMDataScienceLab's Repositories
UMDataScienceLab/hmf
The implementation of heterogeneous matrix factorization
UMDataScienceLab/SGD-in-Gaussain-processes
We show that SGD can indeed be used to infer Gaussian processes. This in turn allows GPs to scale far beyond what was thought possible.
UMDataScienceLab/Personalized_FL_with_DA
The implementation of the paper domain adaptation for personalized federated learning
UMDataScienceLab/Consensus_Bayesian_Opt
UMDataScienceLab/fedensemble
The implementation of Fedensemble
UMDataScienceLab/flsimulator
The implementation of Fedensemble
UMDataScienceLab/Personalized_PCA
An implementation for personalized PCA
UMDataScienceLab/WeaklySupervisedMGP
R code for Weakly-supervised multi-output Gaussian processes
UMDataScienceLab/awesome-federated-learning
resources about federated learning and privacy in machine learning
UMDataScienceLab/Awesome-Federated-Learning-1
Federated Learning Library: https://fedml.ai
UMDataScienceLab/Awesome-Federated-Machine-Learning
Everything about federated learning, including research papers, books, codes, tutorials, videos and beyond
UMDataScienceLab/CGP4CBO
Collaborative Bayesian Optimization via Constrained Gaussian Processes
UMDataScienceLab/CSADA
UMDataScienceLab/FedEntropy
UMDataScienceLab/Federated-Linear-Models
Federated-Linear-Models
UMDataScienceLab/Federated_Gaussian_Process
Fed GP paper
UMDataScienceLab/FedMGP
UMDataScienceLab/FPCA-multistream
R code for "Functional Principal Component Analysis for Extrapolating Multi-stream Longitudinal Data"
UMDataScienceLab/GIFAIR-FL
GIFAIR-FL: A Framework for Group and Individual Fairness in Federated Learning
UMDataScienceLab/Joint_Model
Joint Models for Event Prediction from Time Series and Survival Data, Technometrics 2020.
UMDataScienceLab/LBMAM_perpca
Implementation of the paper Process Signature Characterization and Anomaly Detection with Personalized PCA in Laser-Based Metal Additive Manufacturing
UMDataScienceLab/MGDM
The implementation of multi-physics guided diffusion mdoels with manufacturing applications
UMDataScienceLab/pytorch-cifar
95.16% on CIFAR10 with PyTorch
UMDataScienceLab/Renyi-GP
R code for https://arxiv.org/abs/1910.06990
UMDataScienceLab/research
UMDataScienceLab/SALR
SALR: Sharpness-aware Learning Rate Scheduler for Improved Generalization
UMDataScienceLab/TCMF
The implementation of Triple Component Matrix Factorization