Pedro Saleiro
Publication record assembled from the DBLP archive of ranked conferences.
Papers indexed
13
Venues
9
Active years
2016–2024
Best venue rank
A*
Where they publish
Papers
13 indexed papers, newest first.
| Year | Venue | Title | Authors |
|---|---|---|---|
| 2024 | AAAI | On the Importance of Application-Grounded Experimental Design for Evaluating Explainable ML Methods. | Kasun Amarasinghe, Kit T. Rodolfa, Srgio M. Jesus, Valerie Chen, Vladimir Balayan, Pedro Saleiro, Pedro Bizarro, Ameet Talwalkar, Rayid Ghani |
| 2024 | ECAI | Fair-OBNC: Correcting Label Noise for Fairer Datasets. | Ins Oliveira e Silva, Srgio M. Jesus, Hugo M. Ferreira, Pedro Saleiro, Ins Sousa, Pedro Bizarro, Carlos Soares |
| 2023 | ICLR | FairGBM: Gradient Boosting with Fairness Constraints. | Andr Ferreira Cruz, Catarina G. Belm, Joo Bravo, Pedro Saleiro, Pedro Bizarro |
| 2023 | KDD | Addressing Bias and Fairness in Machine Learning: A Practical Guide and Hands-on Tutorial. | Rayid Ghani, Kit T. Rodolfa, Pedro Saleiro, Srgio M. Jesus |
| 2021 | ICDM | Promoting Fairness through Hyperparameter Optimization. | Andr Ferreira Cruz, Pedro Saleiro, Catarina G. Belm, Carlos Soares, Pedro Bizarro |
| 2021 | KDD | TimeSHAP: Explaining Recurrent Models through Sequence Perturbations. | Joo Bento, Pedro Saleiro, Andr Ferreira Cruz, Mrio A. T. Figueiredo, Pedro Bizarro |
| 2020 | KDD | Dealing with Bias and Fairness in Data Science Systems: A Practical Hands-on Tutorial. | Pedro Saleiro, Kit T. Rodolfa, Rayid Ghani |
| 2017 | EPIA | Transportation in Social Media: An Automatic Classifier for Travel-Related Tweets. | Joo Pereira, Arian Pasquali, Pedro Saleiro, Rosaldo Rossetti |
| 2017 | EPIA | Learning Word Embeddings from the Portuguese Twitter Stream: A Study of Some Practical Aspects. | Pedro Saleiro, Lus Sarmento, Eduarda Mendes Rodrigues, Carlos Soares, Eugnio C. Oliveira |
| 2017 | SIGIR | RELink: A Research Framework and Test Collection for Entity-Relationship Retrieval. | Pedro Saleiro, Natasa Milic-Frayling, Eduarda Mendes Rodrigues, Carlos Soares |
| 2017 | SIGIR | Early Fusion Strategy for Entity-Relationship Retrieval. | Pedro Saleiro, Natasa Milic-Frayling, Eduarda Mendes Rodrigues, Carlos Soares |
| 2016 | ECIR | TimeMachine: Entity-Centric Search and Visualization of News Archives. | Pedro Saleiro, Jorge Teixeira, Carlos Soares, Eugnio C. Oliveira |
| 2016 | IDA | Learning from the News: Predicting Entity Popularity on Twitter. | Pedro Saleiro, Carlos Soares |