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Isabel Valera

A Causal Framework to Measure and Mitigate Non-binary Treatment Discrimination

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Mar 28, 2025
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DeCaFlow: A Deconfounding Causal Generative Model

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Mar 19, 2025
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COPA: Comparing the Incomparable to Explore the Pareto Front

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Mar 18, 2025
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A Practical Approach to Causal Inference over Time

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Oct 14, 2024
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Improving the interpretability of GNN predictions through conformal-based graph sparsification

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Apr 18, 2024
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Designing Long-term Group Fair Policies in Dynamical Systems

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Nov 21, 2023
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Causal normalizing flows: from theory to practice

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Jun 08, 2023
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Variational Mixture of HyperGenerators for Learning Distributions Over Functions

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Feb 13, 2023
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Learnable Graph Convolutional Attention Networks

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Nov 21, 2022
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Mitigating Modality Collapse in Multimodal VAEs via Impartial Optimization

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Jun 09, 2022
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