Pedro Saleiro
Orcid: 0000-0003-2750-1692
According to our database1,
Pedro Saleiro
authored at least 40 papers
between 2013 and 2024.
Collaborative distances:
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Bibliography
2024
CoRR, 2024
CoRR, 2024
On the Importance of Application-Grounded Experimental Design for Evaluating Explainable ML Methods.
Proceedings of the Thirty-Eighth AAAI Conference on Artificial Intelligence, 2024
2023
A Case Study on Designing Evaluations of ML Explanations with Simulated User Studies.
CoRR, 2023
Addressing Bias and Fairness in Machine Learning: A Practical Guide and Hands-on Tutorial.
Proceedings of the 29th ACM SIGKDD Conference on Knowledge Discovery and Data Mining, 2023
Proceedings of the Eleventh International Conference on Learning Representations, 2023
2022
Understanding Unfairness in Fraud Detection through Model and Data Bias Interactions.
CoRR, 2022
Prisoners of Their Own Devices: How Models Induce Data Bias in Performative Prediction.
CoRR, 2022
Proceedings of the Advances in Neural Information Processing Systems 35: Annual Conference on Neural Information Processing Systems 2022, 2022
LaundroGraph: Self-Supervised Graph Representation Learning for Anti-Money Laundering.
Proceedings of the 3rd ACM International Conference on AI in Finance, 2022
2021
Proceedings of the KDD '21: The 27th ACM SIGKDD Conference on Knowledge Discovery and Data Mining, 2021
Proceedings of the IEEE International Conference on Data Mining, 2021
How can I choose an explainer?: An Application-grounded Evaluation of Post-hoc Explanations.
Proceedings of the FAccT '21: 2021 ACM Conference on Fairness, 2021
2020
Dealing with Bias and Fairness in Data Science Systems: A Practical Hands-on Tutorial.
Proceedings of the KDD '20: The 26th ACM SIGKDD Conference on Knowledge Discovery and Data Mining, 2020
2018
Social Media Brand Engagement as a Proxy for E-Commerce Activities: A Case Study of Sina Weibo and JD.
Proceedings of the 2018 IEEE/WIC/ACM International Conference on Web Intelligence, 2018
2017
New Gener. Comput., 2017
Proceedings of the First Workshop on Knowledge Graphs and Semantics for Text Retrieval and Analysis (KG4IR 2017) co-located with the 40th International ACM SIGIR Conference on Research and Development in Information Retrieval (SIGIR 2017), 2017
Proceedings of the 40th International ACM SIGIR Conference on Research and Development in Information Retrieval, 2017
FEUP at SemEval-2017 Task 5: Predicting Sentiment Polarity and Intensity with Financial Word Embeddings.
Proceedings of the 11th International Workshop on Semantic Evaluation, 2017
Learning Word Embeddings from the Portuguese Twitter Stream: A Study of Some Practical Aspects.
Proceedings of the Progress in Artificial Intelligence, 2017
Proceedings of the Progress in Artificial Intelligence, 2017
2016
Proceedings of the 19th IEEE International Conference on Intelligent Transportation Systems, 2016
Proceedings of the Advances in Intelligent Data Analysis XV - 15th International Symposium, 2016
Proceedings of the Advances in Information Retrieval, 2016
Proceedings of the Ninth International C* Conference on Computer Science & Software Engineering, 2016
Proceedings of the Ninth International C* Conference on Computer Science & Software Engineering, 2016
2015
Proceedings of the 15th IEEE International Conference on Computer and Information Technology, 2015
2013
"Piaf" vs "Adele": classifying encyclopedic queries using automatically labeled training data.
Proceedings of the Open research Areas in Information Retrieval, 2013
Proceedings of the Working Notes for CLEF 2013 Conference , 2013