Isabel Valera

Identifiers

• name variant Isabel Valera 0.60 · backfill

Papers (21)

1. Long-term Fairness with Selective Labels cs.LG · 2026 · author #2
2. First-See-Then-Design: A Multi-Stakeholder View for Optimal Performance-Fairness Trade-Offs cs.LG · 2026 · author #4
3. From Universal to Individualized Actionability: Revisiting Personalization in Algorithmic Recourse cs.LG · 2026 · author #5
4. Towards Reasonable Concept Bottleneck Models cs.LG · 2025 · author #4
5. Infinite Factorial Finite State Machine for Blind Multiuser Channel Estimation eess.SP · 2018 · author #2
6. Automatic Bayesian Density Analysis stat.ML · 2018 · author #6
7. Boosting Black Box Variational Inference stat.ML · 2018 · author #4
8. Enhancing the Accuracy and Fairness of Human Decision Making stat.ML · 2018 · author #1
9. General Latent Feature Modeling for Data Exploration Tasks stat.ML · 2017 · author #1
10. From Parity to Preference-based Notions of Fairness in Classification stat.ML · 2017 · author #2
11. General Latent Feature Models for Heterogeneous Datasets stat.ML · 2017 · author #1
12. Uncovering the Dynamics of Crowdlearning and the Value of Knowledge cs.SI · 2016 · author #2
13. Fairness Beyond Disparate Treatment & Disparate Impact: Learning Classification without Disparate Mistreatment stat.ML · 2016 · author #2
14. Distilling Information Reliability and Source Trustworthiness from Digital Traces cs.SI · 2016 · author #2
15. Modeling the Dynamics of Online Learning Activity stat.ML · 2016 · author #2
16. On the Efficiency of the Information Networks in Social Media cs.SI · 2016 · author #3
17. Fairness Constraints: Mechanisms for Fair Classification stat.ML · 2015 · author #2
18. Learning and Forecasting Opinion Dynamics in Social Networks cs.SI · 2015 · author #2
19. Shaping Social Activity by Incentivizing Users cs.SI · 2014 · author #4
20. Modeling Adoption and Usage of Competing Products cs.SI · 2014 · author #1
21. Bayesian nonparametric comorbidity analysis of psychiatric disorders stat.ML · 2014 · author #2

Mentions

• 1401.7620 #2 · backfill · confidence 0.70 Isabel Valera
• 2605.22291 #2 · arxiv_oai · confidence 0.70 Isabel Valera

Frequent Coauthors

• Manuel Gomez Rodriguez 7 shared papers
• Krishna P. Gummadi 4 shared papers
• Manuel Gomez-Rodriguez 4 shared papers
• Muhammad Bilal Zafar 3 shared papers
• Zoubin Ghahramani 3 shared papers
• Fernando Perez-Cruz 2 shared papers
• Francisco J. R. Ruiz 2 shared papers
• Kavya Gupta 2 shared papers
• Le Song 2 shared papers
• Mehrdad Farajtabar 2 shared papers
• Melanie F. Pradier 2 shared papers
• Nektarios Kalampalikis 2 shared papers
• Abir De 1 shared papers
• Adish Singla 1 shared papers
• Adrian Weller 1 shared papers
• Alejandro Molina 1 shared papers
• Antonio Vergari 1 shared papers
• Ayan Majumdar 1 shared papers
• Behzad Tabibian 1 shared papers
• Bernhard Sch\"olkopf 1 shared papers