Isabel Valera
Publication record assembled from the DBLP archive of ranked conferences.
Papers indexed
30
Venues
13
Active years
2015–2026
Best venue rank
A*
Where they publish
Papers
30 indexed papers, newest first.
| Year | Venue | Title | Authors |
|---|---|---|---|
| 2026 | AAAI | A Causal Framework to Measure and Mitigate Non-binary Treatment Discrimination. | Ayan Majumdar, Deborah Dormah Kanubala, Kavya Gupta, Isabel Valera |
| 2025 | AAAI | A Practical Approach to Causal Inference over Time. | Martina Cinquini, Isacco Beretta, Salvatore Ruggieri, Isabel Valera |
| 2025 | AIES | On the Misalignment Between Legal Notions and Statistical Metrics of Intersectional Fairness. | Deborah Dormah Kanubala, Isabel Valera |
| 2025 | EMNLP | Accept or Deny? Evaluating LLM Fairness and Performance in Loan Approval across Table-to-Text Serialization Approaches. | Israel Abebe Azime, Deborah Dormah Kanubala, Tejumade Afonja, Mario Fritz, Isabel Valera, Dietrich Klakow, Philipp Slusallek |
| 2025 | ICAPS | On Picking Good Policies: Leveraging Action-Policy Testing in Policy Training. | Jan Eisenhut, Daniel Fiser, Isabel Valera, Jrg Hoffmann |
| 2025 | ICAPS | Per-Domain Generalizing Policies: On Validation Instances and Scaling Behavior. | Timo P. Gros, Nicola J. Mller, Daniel Fiser, Isabel Valera, Verena Wolf, Jrg Hoffmann |
| 2025 | ICML | Hyper-Transforming Latent Diffusion Models. | Ignacio Peis, Batuhan Koyuncu, Isabel Valera, Jes Frellsen |
| 2025 | SoCS | Using Action-Policy Testing in RL to Reduce the Number of Bugs. | Hasan Ferit Eniser, Songtuan Lin, Nicola J. Mller, Anastasia Isychev, Valentin Wstholz, Isabel Valera, Jrg Hoffmann, Maria Christakis |
| 2023 | ICLR | Learnable Graph Convolutional Attention Networks. | Adrin Javaloy, Pablo Snchez-Martn, Amit Levi, Isabel Valera |
| 2023 | ICML | Variational Mixture of HyperGenerators for Learning Distributions over Functions. | Batuhan Koyuncu, Pablo Snchez-Martn, Ignacio Peis, Pablo M. Olmos, Isabel Valera |
| 2023 | VECoS | Leveraging Actionable Explanations to Improve People's Reactions to AI-Based Decisions. | Markus Langer, Isabel Valera |
| 2022 | AAAI | On the Fairness of Causal Algorithmic Recourse. | Julius von Kgelgen, Amir-Hossein Karimi, Umang Bhatt, Isabel Valera, Adrian Weller, Bernhard Schlkopf |
| 2022 | AAAI | VACA: Designing Variational Graph Autoencoders for Causal Queries. | Pablo Snchez-Martn, Miriam Rateike, Isabel Valera |
| 2022 | ICLR | RotoGrad: Gradient Homogenization in Multitask Learning. | Adrin Javaloy, Isabel Valera |
| 2022 | ICML | Mitigating Modality Collapse in Multimodal VAEs via Impartial Optimization. | Adrin Javaloy, Maryam Meghdadi, Isabel Valera |
| 2021 | AIES | Scaling Guarantees for Nearest Counterfactual Explanations. | Kiarash Mohammadi, Amir-Hossein Karimi, Gilles Barthe, Isabel Valera |
| 2020 | AISTATS | Model-Agnostic Counterfactual Explanations for Consequential Decisions. | Amir-Hossein Karimi, Gilles Barthe, Borja Balle, Isabel Valera |
| 2020 | AISTATS | Fair Decisions Despite Imperfect Predictions. | Niki Kilbertus, Manuel Gomez Rodriguez, Bernhard Schlkopf, Krikamol Muandet, Isabel Valera |
| 2020 | ICML | Towards Causal Algorithmic Recourse. | Amir-Hossein Karimi, Julius von Kgelgen, Bernhard Schlkopf, Isabel Valera |
| 2019 | AAAI | One-Network Adversarial Fairness. | Tameem Adel, Isabel Valera, Zoubin Ghahramani, Adrian Weller |
| 2019 | AAAI | Automatic Bayesian Density Analysis. | Antonio Vergari, Alejandro Molina, Robert Peharz, Zoubin Ghahramani, Kristian Kersting, Isabel Valera |
| 2017 | AISTATS | Fairness Constraints: Mechanisms for Fair Classification. | Muhammad Bilal Zafar, Isabel Valera, Manuel Gomez-Rodriguez, Krishna P. Gummadi |
| 2017 | ICML | Automatic Discovery of the Statistical Types of Variables in a Dataset. | Isabel Valera, Zoubin Ghahramani |
| 2017 | WWW | Modeling the Dynamics of Learning Activity on the Web. | Charalampos Mavroforakis, Isabel Valera, Manuel Gomez-Rodriguez |
| 2017 | WWW | Distilling Information Reliability and Source Trustworthiness from Digital Traces. | Behzad Tabibian, Isabel Valera, Mehrdad Farajtabar, Le Song, Bernhard Schlkopf, Manuel Gomez-Rodriguez |
| 2017 | WWW | Fairness Beyond Disparate Treatment & Disparate Impact: Learning Classification without Disparate Mistreatment. | Muhammad Bilal Zafar, Isabel Valera, Manuel Gomez-Rodriguez, Krishna P. Gummadi |
| 2017 | WSDM | Uncovering the Dynamics of Crowdlearning and the Value of Knowledge. | Utkarsh Upadhyay, Isabel Valera, Manuel Gomez-Rodriguez |
| 2016 | WSDM | On the Efficiency of the Information Networks in Social Media. | Mahmoudreza Babaei, Przemyslaw A. Grabowicz, Isabel Valera, Krishna P. Gummadi, Manuel Gomez-Rodriguez |
| 2015 | ICDM | Modeling Adoption and Usage of Competing Products. | Isabel Valera, Manuel Gomez-Rodriguez |
| 2015 | ICWSM | On the Users' Efficiency in the Twitter Information Network. | Mahmoudreza Babaei, Przemyslaw A. Grabowicz, Isabel Valera, Manuel Gomez-Rodriguez |