marshka
PhD student at the Swiss AI Lab @IDSIA, Università della Svizzera italiana (Lugano). Working on spatiotemporal graphs @Graph-Machine-Learning-Group.
IDSIA, USILugano, Switzerland
Pinned Repositories
grin
Official repository for the paper "Filling the G_ap_s: Multivariate Time Series Imputation by Graph Neural Networks" (ICLR 2022)
sgp
Official repository for the paper "Scalable Spatiotemporal Graph Neural Networks" (AAAI 2023)
spin
Official repository for the paper "Learning to Reconstruct Missing Data from Spatiotemporal Graphs with Sparse Observations" (NeurIPS 2022)
taming-local-effects-stgnns
Official repository for the paper "Taming Local Effects in Graph-based Spatiotemporal Forecasting" (NeurIPS 2023)
hdtts
Official repository for the paper "Graph-based Forecasting with Missing Data through Spatiotemporal Downsampling" (ICML 2024)
home-planner
WebGL-based home planner designed for the Computer Graphics course at Politecnico di Milano
marshka.github.io
My personal website
master-thesis-template-polimi
LaTeX template for master theses at Politecnico di Milano.
ml-20-21
Labs for the Machine Learning course, spring semester 2020/21 - Prof. C. Alippi, USI
tsl
tsl: a PyTorch library for processing spatiotemporal data.
marshka's Repositories
marshka/hdtts
Official repository for the paper "Graph-based Forecasting with Missing Data through Spatiotemporal Downsampling" (ICML 2024)
marshka/home-planner
WebGL-based home planner designed for the Computer Graphics course at Politecnico di Milano
marshka/master-thesis-template-polimi
LaTeX template for master theses at Politecnico di Milano.
marshka/ml-20-21
Labs for the Machine Learning course, spring semester 2020/21 - Prof. C. Alippi, USI
marshka/marshka.github.io
My personal website
marshka/pytorch_geometric
Graph Neural Network Library for PyTorch