andrea-cavallo-98
PhD Student at TU Delft - learning and processing over dynamic graphs and higher-order networks
Pinned Repositories
Advanced-Machine-Learning
Domain adaptation in real-time semantic segmentation. Project for the course Advanced Machine Learning.
andrea-cavallo-98
Computational-Intelligence
Labs and exercises for the course Computational Intelligence.
CycleNLPGAN
Digital-Communication-Project
DirSNN
Implementation of DirSNN from the paper "Higher-Order Topological Directionality and Directed Simplicial Neural Networks"
Hanabi-Genetic-Algorithm
Island model genetic algorithm to evolve a player for the game Hanabi. Project for the course Computational Intelligence.
Low-resource-Machine-Translation
Multilingual finetuning of Machine Translation model on low-resource languages. Project for Deep Natural Language Processing course.
STVNN
Implementation of STVNN from the paper "Spatiotemporal Covariance Neural Networks", ECML PKDD 2024
GCNH
Implementation of GCNH, a GNN for heterophilous graphs described in the paper "GCNH: A Simple Method For Representation Learning On Heterophilous Graphs", IJCNN 2023
andrea-cavallo-98's Repositories
andrea-cavallo-98/Low-resource-Machine-Translation
Multilingual finetuning of Machine Translation model on low-resource languages. Project for Deep Natural Language Processing course.
andrea-cavallo-98/CycleNLPGAN
andrea-cavallo-98/STVNN
Implementation of STVNN from the paper "Spatiotemporal Covariance Neural Networks", ECML PKDD 2024
andrea-cavallo-98/Advanced-Machine-Learning
Domain adaptation in real-time semantic segmentation. Project for the course Advanced Machine Learning.
andrea-cavallo-98/Digital-Communication-Project
andrea-cavallo-98/andrea-cavallo-98
andrea-cavallo-98/Computational-Intelligence
Labs and exercises for the course Computational Intelligence.
andrea-cavallo-98/DirSNN
Implementation of DirSNN from the paper "Higher-Order Topological Directionality and Directed Simplicial Neural Networks"
andrea-cavallo-98/Hanabi-Genetic-Algorithm
Island model genetic algorithm to evolve a player for the game Hanabi. Project for the course Computational Intelligence.
andrea-cavallo-98/signed_gnn_fmri
andrea-cavallo-98/Web-Application-Project
Website to manage surveys. Project for the course Web Applications.
andrea-cavallo-98/Wine-Quality-Detection
Implementation from scratch of several classification algorithms and evaluation on wine quality dataset.
andrea-cavallo-98/Software-Engineering-Project
Development of an application for a small shop. Project for the course Software Engineering.
andrea-cavallo-98/SVM_ConvOpt