by Yumna Ahmed | May 7, 2026 | Uncategorized
Paper title: Holder++: Improving the Quality-Coherence Trade-off in Multimodal VAEs Authors: Huyen Vo, Marı́a Martı́nez-Garcı́a, and Isabel Valera — Link: https://vothuckhanhhuyen.github.io/assets/pdf/Holder_ICML2026.pdf Abstract: Existing approaches for multimodal...
by Yumna Ahmed | May 7, 2026 | Spotlight, Uncategorized
The Paper: Hellinger Multimodal Variational Autoencoders Authors: Huyen Vo and Isabel Valera — Link: https://arxiv.org/pdf/2601.06572 Abstract: Multimodal variational autoencoders (VAEs) are widely used for weakly supervised generative learning with multiple...
by Yumna Ahmed | May 5, 2026 | Uncategorized
The paper: First-See-Then-Design: A Multi-Stakeholder View for Optimal Performance-Fairness Trade-Offs Authors: Kavya Gupta, Nektarios Kalampalikis, Christoph Heitz, Isabel Valera — Paper title: First-See-Then-Design: A Multi-Stakeholder View for Optimal...
by Yumna Ahmed | Apr 20, 2026 | Uncategorized
The paper “From Universal to Individualized Actionability: Revisiting Personalization in Algorithmic Recourse” by Lena Marie Budde, Ayan Majumdar, Richard Uth, Markus Langer, Isabel Valera — Paper title: From Universal to Individualized Actionability: Revisiting...
by Jonas Klesen | May 7, 2024 | Uncategorized
The paper “Fairness Beyond Binary Decisions: A Case Study on German Credit”, co-authored by our PhD student Deborah Kanubala, was accepted to the Third European Workshop on Algorithmic Fairness. — Paper title: Fairness Beyond Binary Decisions: A Case...
by Jonas Klesen | Apr 16, 2024 | Uncategorized
The paper “CARMA: A practical framework to generate recommendations for causal algorithmic recourse at scale”, authored by our members Ayan Majumdar and Isabel Valera, was accepted to ACM FAccT 2024! Link to the conference:...
