publications

2026

  1. Functional Gradient Descent with Adaptive Representations
    Daniel Csillag, Rodrigo Schuller, Pedro Dall’Antonia, and 3 more authors
    In Advances in Neural Information Processing Systems, 2026
  2. Avoid What You Know: Divergent Trajectory Balance for GFlowNets
    Pedro Dall’Antonia, Tiago Silva, Daniel Csillag, and 2 more authors
    In International Conference on Machine Learning, 2026
  3. Extending Prediction-Powered Inference through Conformal Prediction
    Daniel Csillag, Pedro Dall’Antonia, Claudio José Struchiner, and 1 more author
    In International Conference on Machine Learning, 2026
  4. Boosted GFlowNets: Improving Exploration via Sequential Learning
    Pedro Dall’Antonia, Tiago Silva, Daniel Augusto Souza, and 2 more authors
    In International Conference on Artificial Intelligence and Statistics, 2026