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← Authors

Daniel Csillag

5 papers · 2022–2025 · 3 conferences · across top CS/AI conferences

Achievements

Jump to papers ↓
🌍 Conference Polyglot (3) 🐝 Cross-Pollinator (10) πŸŒ‰ Interdisciplinary Bridge πŸ—ΊοΈ Taxonomy Completionist (10) 🧭 Keyword Pioneer

Conferences

AISTATS (2) ICML (2) AAAI (1)

Top co-authors

Claudio Jose Struchiner (3) Guilherme Tegoni Goedert (3) Thiago Ramos (2) Roberto I. Oliveira (2) JoΓ£o Vitor Romano (2) Paulo Orenstein (2) Carolina Piazza (1) Lucas Monteiro Paes (1) Rodrigo Schuller (1) Roberto B. Seixas (1)

Keywords

semantic segmentation (1) image segmentation (1) conformal prediction (1) ensemble learning (1) uncertainty quantification (1) medical imaging (1) deep learning (1) generalization error (1) margin maximization (1) margin theory (1) surrogate loss (1) boosting algorithm (1) fetal mri (1)

Papers

Strategic Conformal Prediction AISTATS 2025 Prediction-Powered E-Values ICML 2025 Generalization Bounds for Causal Regression: Insights, Guarantees and Sensitivity Analysis ICML 2024 AmnioML: Amniotic Fluid Segmentation and Volume Prediction with Uncertainty Quantification AAAI 2023 ExactBoost: Directly Boosting the Margin in Combinatorial and Non-decomposable Metrics AISTATS 2022