Jacopo Bono

According to our database, Jacopo Bono authored at least 10 papers between 2019 and 2025.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2025

Evaluating Transfer Learning Methods on Real-World Data Streams: A Case Study in Financial Fraud Detection.

Ricardo Ribeiro Pereira, Jacopo Bono, Hugo M. Ferreira, Pedro Ribeiro, Carlos Soares, Pedro Bizarro

Proceedings of the Machine Learning and Knowledge Discovery in Databases. Applied Data Science Track, 2025

High Probability Risk Control Under Covariate Shift.

Duarte C. Almeida, João Bravo, Jacopo Bono, Pedro Bizarro, Mário A. T. Figueiredo

Proceedings of the Fourteenth Symposium on Conformal and Probabilistic Prediction with Applications, 2025

2024

Deep-Graph-Sprints: Accelerated Representation Learning in Continuous-Time Dynamic Graphs.

Ahmad Naser Eddin, Jacopo Bono, David Oliveira Aparício, Hugo Ferreira, Pedro Manuel Pinto Ribeiro, Pedro Bizarro

Trans. Mach. Learn. Res., 2024

Mind the truncation gap: challenges of learning on dynamic graphs with recurrent architectures.

João Bravo, Jacopo Bono, Hugo Ferreira, Pedro Saleiro, Pedro Bizarro

Trans. Mach. Learn. Res., 2024

Mind the truncation gap: challenges of learning on dynamic graphs with recurrent architectures.

João Bravo, Jacopo Bono, Pedro Saleiro, Hugo M. Ferreira, Pedro Bizarro

CoRR, 2024

DiConStruct: Causal Concept-based Explanations through Black-Box Distillation.

Ricardo Miguel de Oliveira Moreira, Jacopo Bono, Mário Cardoso, Pedro Saleiro, Mário A. T. Figueiredo, Pedro Bizarro

Proceedings of the Causal Learning and Reasoning, 2024

2023

The GANfather: Controllable generation of malicious activity to improve defence systems.

Ricardo Ribeiro Pereira, Jacopo Bono, João Tiago Ascensão, David Aparício, Pedro Ribeiro, Pedro Bizarro

Proceedings of the 4th ACM International Conference on AI in Finance, 2023

From random-walks to graph-sprints: a low-latency node embedding framework on continuous-time dynamic graphs.

Jacopo Bono, Ahmad Naser Eddin, David Aparício, Hugo Ferreira, João Tiago Ascensão, Pedro Ribeiro, Pedro Bizarro

Proceedings of the 4th ACM International Conference on AI in Finance, 2023

2021

Anti-Money Laundering Alert Optimization Using Machine Learning with Graphs.

Ahmad Naser Eddin, Jacopo Bono, David Aparício, David Polido, João Tiago Ascensão, Pedro Bizarro, Pedro Ribeiro

CoRR, 2021

2019

Synaptic plasticity onto inhibitory neurons as a mechanism for ocular dominance plasticity.

Jacopo Bono, Claudia Clopath

PLoS Comput. Biol., 2019