Stefano Pasquali

According to our database, Stefano Pasquali authored at least 11 papers between 2013 and 2024.

Collaborative distances:

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

2024

Case-based Explainability for Random Forest: Prototypes, Critics, Counter-factuals and Semi-factuals.

Gregory Yampolsky, Dhruv Desai, Mingshu Li, Stefano Pasquali, Dhagash Mehta

CoRR, 2024

HybridRAG: Integrating Knowledge Graphs and Vector Retrieval Augmented Generation for Efficient Information Extraction.

Bhaskarjit Sarmah, Dhagash Mehta, Benika Hall, Rohan Rao, Sunil Patel, Stefano Pasquali

Proceedings of the 5th ACM International Conference on AI in Finance, 2024

Enhanced Local Explainability and Trust Scores with Random Forest Proximities.

Joshua Rosaler, Dhruv Desai, Bhaskarjit Sarmah, Dimitrios Vamvourellis, Deran Onay, Stefano Pasquali, Dhagash Mehta

Proceedings of the 5th ACM International Conference on AI in Finance, 2024

Open Set Recognition for Random Forest.

Guanchao Feng, Dhruv Desai, Stefano Pasquali, Dhagash Mehta

Proceedings of the 5th ACM International Conference on AI in Finance, 2024

Can an unsupervised clustering algorithm reproduce a categorization system?

Nathalia M. Castellanos, Sebastian Frank, Dhruv Desai, Stefano Pasquali, Dhagash Mehta

Proceedings of the 5th ACM International Conference on AI in Finance, 2024

2023

Towards Enhanced Local Explainability of Random Forests: a Proximity-Based Approach.

Joshua Rosaler, Dhruv Desai, Bhaskarjit Sarmah, Dimitrios Vamvourellis, Deran Onay, Dhagash Mehta, Stefano Pasquali

CoRR, 2023

Quantifying Outlierness of Funds from their Categories using Supervised Similarity.

Dhruv Desai, Ashmita Dhiman, Tushar Sharma, Deepika Sharma, Dhagash Mehta, Stefano Pasquali

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

Towards reducing hallucination in extracting information from financial reports using Large Language Models.

Bhaskarjit Sarmah, Dhagash Mehta, Stefano Pasquali, Tianjie Zhu

Proceedings of the Third International Conference on AI-ML Systems, 2023

2022

Learning Mutual Fund Categorization using Natural Language Processing.

Dimitrios Vamvourellis, Máté Tóth, Dhruv Desai, Dhagash Mehta, Stefano Pasquali

Proceedings of the 3rd ACM International Conference on AI in Finance, 2022

Supervised similarity learning for corporate bonds using Random Forest proximities.

Jerinsh Jeyapaulraj, Dhruv Desai, Dhagash Mehta, Peter Chu, Stefano Pasquali, Philip Sommer

Proceedings of the 3rd ACM International Conference on AI in Finance, 2022

2013

TV program detection in tweets.

Paolo Cremonesi, Roberto Pagano, Stefano Pasquali, Roberto Turrin

Proceedings of the 11th European Conference on Interactive TV and Video, 2013