Daniel Csillag

13 papers A* 3A 2Journal 8
YearRankTypeTitle / Venue / Authors
2026 J jnl
Avoid What You Know: Divergent Trajectory Balance for GFlowNets.
CoRR
Pedro Dall'Antonia, Tiago da Silva, Daniel Csillag, Salem Lahlou, Diego Mesquita
2025 J jnl
Adaptive Training of INRs via Pruning and Densification.
CoRR
Diana Aldana, João Paulo Lima, Daniel Csillag, Daniel Perazzo, Haoan Feng, Luiz Velho, Tiago Novello
2025 J jnl
Differentially Private E-Values.
CoRR
Daniel Csillag, Diego Mesquita
2025 J jnl
Extending Prediction-Powered Inference through Conformal Prediction.
CoRR
Daniel Csillag, Pedro Dall'Antonia, Cláudio José Struchiner, Guilherme Tegoni Goedert
2025 J jnl
Image Super-Resolution with Guarantees via Conformal Generative Models.
CoRR
Eduardo Adame, Daniel Csillag, Guilherme Tegoni Goedert
2025 A* conf
Prediction-Powered E-Values.
ICML
Daniel Csillag, Cláudio José Struchiner, Guilherme Tegoni Goedert
2025 J jnl
Prediction-Powered E-Values.
CoRR
Daniel Csillag, Cláudio José Struchiner, Guilherme Tegoni Goedert
2025 A conf
Strategic Conformal Prediction.
AISTATS
Daniel Csillag, Cláudio José Struchiner, Guilherme Tegoni Goedert
2024 A* conf
Generalization Bounds for Causal Regression: Insights, Guarantees and Sensitivity Analysis.
ICML
Daniel Csillag, Cláudio José Struchiner, Guilherme Tegoni Goedert
2024 J jnl
Generalization Bounds for Causal Regression: Insights, Guarantees and Sensitivity Analysis.
CoRR
Daniel Csillag, Cláudio José Struchiner, Guilherme Tegoni Goedert
2024 J jnl
Strategic Conformal Prediction.
CoRR
Daniel Csillag, Cláudio José Struchiner, Guilherme Tegoni Goedert
2023 A* conf
AmnioML: Amniotic Fluid Segmentation and Volume Prediction with Uncertainty Quantification.
AAAI
Daniel Csillag, Lucas Monteiro Paes, Thiago Ramos, João Vitor Romano, Rodrigo Schuller, Roberto de Beauclair Seixas, Roberto I. Oliveira, Paulo Orenstein
2022 A conf
ExactBoost: Directly Boosting the Margin in Combinatorial and Non-decomposable Metrics.
AISTATS
Daniel Csillag, Carolina Piazza, Thiago Ramos, João Vitor Romano, Roberto I. Oliveira, Paulo Orenstein