zsdlightning

POST

Probabilistic Streaming Tensor Decomposition @ ICDM'2018

METALIC

Dynamic-Tensor-Decomposition-via-Neural-Diffusion-Reaction-Processes

Streaming-Factor-Trajectory-Learning

Streaming Factor Trajectory Learning for Temporal Tensor Decomposition(NeurIPS 2023)

Infinite-Fidelity-Coregionalization

Repository of Infinite-Fidelity Coregionalization for Physical Simulation

A-United-Framework-to-Integrate-Physics-into-Gaussian-Processes

SparseTensorHGP

Sparse Tensor Factorization with Hierarchical Gamma Processes

NPPDecay

BMBO-DARN

Batch Multi-Fidelity Bayesian Optimization with Deep Auto-Regressive Networks

NEST

Code from Nonparametric Decomposition of Sparse Tensors

Multi-Fidelity-High-Order-Gaussian-Processes-for-Physical-Simulation

DMFAL

PIDKL

hamiltorch

PyTorch-based library for Riemannian Manifold Hamiltonian Monte Carlo (RMHMC) and inference in Bayesian neural networks

Streaming-Bayesian-Deep-Tensor

code for paper : Streaming Bayesian Deep Tensor Factorization for ICML 2021

Bayesian-streaming-sparse-tucker

code of Bayesian streaming sparse tucker decomposition for UAI 2021

DC

Codes for Deep coregionalization for the emulation of simulation-based spatial-temporal fields

SNBTD

Scalable-GPRN

Scalable Gaussian Process Regression Networks

Conditional-Expectation-Propagation

Code for conditional expectation propagation in UAI 2019

ADVGP

Asynchronous Distributed Variational Gaussian Processes for Regression