Joao Fonseca

Postdoc, nstituto de Engenharia de Sistemas e Computadores: Investigação e Desenvolvimento

Joined

September 2024

Names

Joao Fonseca (Preferred)

Emails

****@novaims.unl.pt (Confirmed)

****@nyu.edu (Confirmed)

Personal Links

Homepage

Google Scholar

ORCID

Career & Education History

Postdoc

nstituto de Engenharia de Sistemas e Computadores: Investigação e Desenvolvimento (inesc-id.pt)

2025 – Present

Postdoc

Tandon School of Engineering, New York University (nyu.edu)

2024 – 2025

Advisors, Relations & Conflicts

No relations added

Expertise

No areas of expertise listed

Publications

SHAP-based Explanations are Sensitive to Feature Representation
Hyunseung Hwang, Andrew Bell, Joao Fonseca, Venetia Pliatsika, Julia Stoyanovich, Steven Euijong Whang
- ACM Conference on Fairness, Accountability, and Transparency (FAccT ’25)
- Readers: Everyone
ShaRP: Explaining Rankings and Preferences with Shapley Values
Venetia Pliatsika, Joao Fonseca, Kateryna Akhynko, Ivan Shevchenko, Julia Stoyanovich
- VLDB
- Readers: Everyone
How Much Effort Is Enough? Fairness in Algorithmic Recourse Through the Lens of Substantive Equality of Opportunity
Andrew Bell, Joao Fonseca, Carlo Abrate, Francesco Bonchi, Julia Stoyanovich
- Crossref
- Readers: Everyone
SHAP-based Explanations are Sensitive to Feature Representation
Hyunseung Hwang, Andrew Bell, Joao Fonseca, Venetia Pliatsika, Julia Stoyanovich, Steven Euijong Whang
- Crossref
- Readers: Everyone
Output Scouting: Auditing Large Language Models for Catastrophic Responses
Andrew Bell, Joao Fonseca
- ICLR 2025 Conference Withdrawn Submission
- Readers: Everyone
The Game Of Recourse: Simulating Algorithmic Recourse over Time to Improve Its Reliability and Fairness
Andrew Bell, Joao Fonseca, Julia Stoyanovich
- Crossref
- Readers: Everyone
Setting the Right Expectations: Algorithmic Recourse Over Time
João Fonseca, Andrew Bell, Carlo Abrate, Francesco Bonchi, Julia Stoyanovich
- Crossref
- Readers: Everyone
Geometric SMOTE for imbalanced datasets with nominal and continuous features
Joao Fonseca, Fernando Bacao
- Expert Systems with Applications
- Readers: Everyone
Improving Active Learning Performance through the Use of Data Augmentation
Joao Fonseca, Fernando Bacao, Frederick E. Petry
- International Journal of Intelligent Systems
- Readers: Everyone
Increasing the Effectiveness of Active Learning: Introducing Artificial Data Generation in Active Learning for Land Use/Land Cover Classification
Joao Fonseca, Georgios Douzas, Fernando Bacao
- Remote Sensing
- Readers: Everyone

View all 11 publications