Picture for Maria Sofia Bucarelli

Maria Sofia Bucarelli

ATM: Improving Model Merging by Alternating Tuning and Merging

Add code
Nov 05, 2024
Viaarxiv icon

ICML Topological Deep Learning Challenge 2024: Beyond the Graph Domain

Add code
Sep 08, 2024
Figure 1 for ICML Topological Deep Learning Challenge 2024: Beyond the Graph Domain
Figure 2 for ICML Topological Deep Learning Challenge 2024: Beyond the Graph Domain
Figure 3 for ICML Topological Deep Learning Challenge 2024: Beyond the Graph Domain
Viaarxiv icon

$ abla τ$: Gradient-based and Task-Agnostic machine Unlearning

Add code
Mar 21, 2024
Viaarxiv icon

Link Prediction under Heterophily: A Physics-Inspired Graph Neural Network Approach

Add code
Feb 22, 2024
Viaarxiv icon

A topological description of loss surfaces based on Betti Numbers

Add code
Jan 08, 2024
Viaarxiv icon

On Generalization Bounds for Projective Clustering

Add code
Oct 13, 2023
Viaarxiv icon

Hypergraph Neural Networks through the Lens of Message Passing: A Common Perspective to Homophily and Architecture Design

Add code
Oct 11, 2023
Figure 1 for Hypergraph Neural Networks through the Lens of Message Passing: A Common Perspective to Homophily and Architecture Design
Figure 2 for Hypergraph Neural Networks through the Lens of Message Passing: A Common Perspective to Homophily and Architecture Design
Figure 3 for Hypergraph Neural Networks through the Lens of Message Passing: A Common Perspective to Homophily and Architecture Design
Figure 4 for Hypergraph Neural Networks through the Lens of Message Passing: A Common Perspective to Homophily and Architecture Design
Viaarxiv icon

Combining Distance to Class Centroids and Outlier Discounting for Improved Learning with Noisy Labels

Add code
Mar 16, 2023
Viaarxiv icon

NEWRON: A New Generalization of the Artificial Neuron to Enhance the Interpretability of Neural Networks

Add code
Oct 05, 2021
Figure 1 for NEWRON: A New Generalization of the Artificial Neuron to Enhance the Interpretability of Neural Networks
Figure 2 for NEWRON: A New Generalization of the Artificial Neuron to Enhance the Interpretability of Neural Networks
Figure 3 for NEWRON: A New Generalization of the Artificial Neuron to Enhance the Interpretability of Neural Networks
Figure 4 for NEWRON: A New Generalization of the Artificial Neuron to Enhance the Interpretability of Neural Networks
Viaarxiv icon