PPaperPicks

Isabel Valera

7 papers at tracked venues · 4 at CORE A* · active 2025–2026

DBLP profile ↗ORCID search ↗

Venues

AAAI ×2ICAPS ×2EMNLP ×1ICML ×1NeurIPS ×1

Frequent coauthors

Deborah Dormah Kanubala
×2
Daniel Fiser
×2
Jörg Hoffmann
×2
Ayan Majumdar
×1
Kavya Gupta
×1
Martina Cinquini
×1
Isacco Beretta
×1
Salvatore Ruggieri
×1
Israel Abebe Azime
×1
Tejumade Afonja
×1
Mario Fritz
×1
Dietrich Klakow
×1

Papers

  1. A Causal Framework to Measure and Mitigate Non-binary Treatment Discrimination
    AAAI 2026 ·
    Ayan Majumdar
    ,
    Deborah Dormah Kanubala
    ,
    Kavya Gupta
    , Isabel Valera
  2. A Practical Approach to Causal Inference over Time
    AAAI 2025 ·
    Martina Cinquini
    ,
    Isacco Beretta
    ,
    Salvatore Ruggieri
    , Isabel Valera
  3. Accept or Deny? Evaluating LLM Fairness and Performance in Loan Approval across Table-to-Text Serialization Approaches
    EMNLP 2025 ·
    Israel Abebe Azime
    ,
    Deborah Dormah Kanubala
    ,
    Tejumade Afonja
    ,
    Mario Fritz
    , Isabel Valera,
    Dietrich Klakow
    ,
    Philipp Slusallek
  4. DeCaFlow: A deconfounding causal generative model
    NeurIPS 2025 ·
    Alejandro Almodóvar
    ,
    Adrián Javaloy
    ,
    Juan Parras
    ,
    Santiago Zazo
    , Isabel Valera
  5. Hyper-Transforming Latent Diffusion Models
    ICML 2025 ·
    Ignacio Peis
    ,
    Batuhan Koyuncu
    , Isabel Valera,
    Jes Frellsen
  6. On Picking Good Policies: Leveraging Action-Policy Testing in Policy Training
    ICAPS 2025 ·
    Jan Eisenhut
    ,
    Daniel Fiser
    , Isabel Valera,
    Jörg Hoffmann
  7. Per-Domain Generalizing Policies: On Validation Instances and Scaling Behavior
    ICAPS 2025 ·
    Timo P. Gros
    ,
    Nicola J. Müller
    ,
    Daniel Fiser
    , Isabel Valera,
    Verena Wolf
    ,
    Jörg Hoffmann