Javier Abad

4 papers · 2024–2025 · 3 venues · across top CS/AI venues

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Achievements

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🌍 Conference Polyglot · Bronze 🌉 Interdisciplinary Bridge · Bronze 🐣 Hot Topic Early Bird

Venues

ICLR (2) ICML (1) UAI (1)

Top co-authors

Fanny Yang (4) Konstantin Donhauser (3) Piersilvio De Bartolomeis (2) Neha Hulkund (1) Francesco Pinto (1) Julia Kostin (1) Yixin Wang (1)

Research topics

Machine Learning (4) Artificial Intelligence (3) Core AI (3) Optimization & Theory (3) Healthcare & Medicine (2) Clinical (2) Mathematics & Optimization (1) Application Areas (1) Learning Types (1) Optimization (1)

Keywords

treatment effect (2) optimal transport (1) text generation (1) model fusion (1) observational study (1) randomized trial (1) copyright protection (1) language generation (1) data synthesis (1) observational data (1) causal graph (1) statistical test (1) doubly robust estimation (1) particle gradient descent (1) subgroup analysis (1) memorization prevention (1) tabular dataset (1) differentially private (1) causal inference (1) marginal-based (1)

Papers

Copyright-Protected Language Generation via Adaptive Model Fusion ICLR 2025 Doubly robust identification of treatment effects from multiple environments ICLR 2025 Detecting critical treatment effect bias in small subgroups UAI 2024 Privacy-Preserving Data Release Leveraging Optimal Transport and Particle Gradient Descent ICML 2024