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Marco Fisichella

4 accepted papers

2025

Enhancing Online Climate Discourse: A Two-Stage Framework for Climate Content Categorization and Moderation

IJCAI 2025

Climate change is one of the most pressing global challenges that requires urgent adaptation and resilience efforts, highlighting the need for both scientific solutions and effective communication. In the digital age, online content plays a key role in shaping climate narratives. Therefore, previous

2024

FairTrade: Achieving Pareto-Optimal Trade-Offs between Balanced Accuracy and Fairness in Federated Learning

AAAI 2024technical

As Federated Learning (FL) gains prominence in distributed machine learning applications, achieving fairness without compromising predictive performance becomes paramount. The data being gathered from distributed clients in an FL environment often leads to class imbalance. In such scenarios, balance…

2023

Intensity-Valued Emotions Help Stance Detection of Climate Change Twitter Data

IJCAI 2023poster

Our study focuses on the United Nations Sustainable Development Goal 13: Climate Action, by identifying public attitudes on Twitter about climate change. Public consent and participation is the key factor in dealing with climate crises. However, discussions about climate change on Twitter are often…