Sebastian Pineda

2023

• Sebastian Pineda Arango, Josif Grabocka
  Deep Pipeline Embeddings for AutoML
  ACM SIGKDD Conference on Knowledge Discovery and Data Mining (KDD 2023)

• Abdus Khazi, Sebastian Pineda Arango, Josif Grabocka 
  Deep Ranking Ensembles for Hyperparameter Optimization
  International Conference on Learning Representations (ICLR 2023)

2022

• Samuel Müller, Noah Hollmann, Sebastian Pineda Arango, Josif Grabocka, Frank Hutter (arXiv)
  Transformers Can Do Bayesian Inference
  International Conference on Learning Representations (ICLR 2022)

2021

• Sebastian Pineda Arango, Hadi Samer Jomaa, Martin Wistuba, Josif Grabocka (arXiv)
  HPO-B: A Large-Scale Reproducible Benchmark for Black-Box HPO based on OpenML
  Proceedings of the Thirty-fifth Conference on Neural Information Processing Systems, Datasets and Benchmarks Track (NeurIPS 2021)