# Multivariate Time-series Forecasting Using GNN

## #Graph #Machine Learning #Neural Networks #Graph Neural Networks #Matrix Completion

Our topic for this session is Spectral Temporal Graph Neural Network for multivariate time-series forecasting (arXiv:2103.07719).

Use the following timezone tool or click on the “Add to Calendar” button on the sidebar.

Published:
by NeuronStar;

: 2022-01-15T14:00:00 - 2022-01-15T15:30:00 (CET)
: Lark（飞书）
: More details on page
Conditional Probability Estimation

**Current Ref:**

- cpe/28.gnn-time-series-forecasting.md

**Links to:**

###### Graph Neural Networks: Basics

This will be the beginning of a new topic: Graph Neural Networks. In this new series, we will use …

###### Graph Neural Networks: Basics (2)

We will continue the discussion on Graph Neural Networks. Problems of using Graphs Graph Neural …

###### Graph Neural Networks

Chapter 5 of Hamilton1. Hamilton2020 Hamilton WL. Graph representation learning. Synth lect …

###### Graph Neural Networks: PyTorch

PyTorch tutorials on GNN

###### Graph Neural Networks: Theoretical Motivations

Theoretical motivations of GNN

###### Graph Neural Networks: Theoretical Motivations (Part 2)

Theoretical motivations of GNN