Csillag, Daniel

6 publications

NeurIPS 2025 Image Super-Resolution with Guarantees via Conformalized Generative Models Eduardo Adame, Daniel Csillag, Guilherme Tegoni Goedert

ICML 2025 Prediction-Powered E-Values Daniel Csillag, Claudio Jose Struchiner, Guilherme Tegoni Goedert

AISTATS 2025 Strategic Conformal Prediction Daniel Csillag, Claudio Jose Struchiner, Guilherme Tegoni Goedert

ICML 2024 Generalization Bounds for Causal Regression: Insights, Guarantees and Sensitivity Analysis Daniel Csillag, Claudio Jose Struchiner, Guilherme Tegoni Goedert

AAAI 2023 AmnioML: Amniotic Fluid Segmentation and Volume Prediction with Uncertainty Quantification Daniel Csillag, Lucas Monteiro Paes, Thiago Ramos, João Vitor Romano, Rodrigo Schuller, Roberto de Beauclair Seixas, Roberto I. Oliveira, Paulo Orenstein

AISTATS 2022 ExactBoost: Directly Boosting the Margin in Combinatorial and Non-Decomposable Metrics Daniel Csillag, Carolina Piazza, Thiago Ramos, João Vitor Romano, Roberto I. Oliveira, Paulo Orenstein