Picture for Davide Bacciu

Davide Bacciu

Dipartimento di Informatica, Università di Pisa

Deferring Concept Bottleneck Models: Learning to Defer Interventions to Inaccurate Experts

Add code
Mar 20, 2025
Viaarxiv icon

Towards Efficient Molecular Property Optimization with Graph Energy Based Models

Add code
Feb 17, 2025
Viaarxiv icon

I Know How: Combining Prior Policies to Solve New Tasks

Add code
Jun 14, 2024
Viaarxiv icon

Long Range Propagation on Continuous-Time Dynamic Graphs

Add code
Jun 04, 2024
Figure 1 for Long Range Propagation on Continuous-Time Dynamic Graphs
Figure 2 for Long Range Propagation on Continuous-Time Dynamic Graphs
Figure 3 for Long Range Propagation on Continuous-Time Dynamic Graphs
Figure 4 for Long Range Propagation on Continuous-Time Dynamic Graphs
Viaarxiv icon

Learning Causal Abstractions of Linear Structural Causal Models

Add code
Jun 01, 2024
Viaarxiv icon

Injecting Hamiltonian Architectural Bias into Deep Graph Networks for Long-Range Propagation

Add code
May 27, 2024
Figure 1 for Injecting Hamiltonian Architectural Bias into Deep Graph Networks for Long-Range Propagation
Figure 2 for Injecting Hamiltonian Architectural Bias into Deep Graph Networks for Long-Range Propagation
Figure 3 for Injecting Hamiltonian Architectural Bias into Deep Graph Networks for Long-Range Propagation
Figure 4 for Injecting Hamiltonian Architectural Bias into Deep Graph Networks for Long-Range Propagation
Viaarxiv icon

Tackling Graph Oversquashing by Global and Local Non-Dissipativity

Add code
May 02, 2024
Figure 1 for Tackling Graph Oversquashing by Global and Local Non-Dissipativity
Figure 2 for Tackling Graph Oversquashing by Global and Local Non-Dissipativity
Figure 3 for Tackling Graph Oversquashing by Global and Local Non-Dissipativity
Figure 4 for Tackling Graph Oversquashing by Global and Local Non-Dissipativity
Viaarxiv icon

Temporal Graph ODEs for Irregularly-Sampled Time Series

Add code
Apr 30, 2024
Figure 1 for Temporal Graph ODEs for Irregularly-Sampled Time Series
Figure 2 for Temporal Graph ODEs for Irregularly-Sampled Time Series
Figure 3 for Temporal Graph ODEs for Irregularly-Sampled Time Series
Figure 4 for Temporal Graph ODEs for Irregularly-Sampled Time Series
Viaarxiv icon

MultiSTOP: Solving Functional Equations with Reinforcement Learning

Add code
Apr 23, 2024
Viaarxiv icon

Calibration of Continual Learning Models

Add code
Apr 12, 2024
Viaarxiv icon