Sebastian Pineda Arango

1. Chronos: Learning the Language of Time Series
   2024/03/12 by Abdul Fatir Ansari, Lorenzo Stella, Ansari, Abdul Fatir +36 · 4 voices · 168 citations
   Computer Science · Physics and Astronomy · #Time Series Analysis and Forecasting #Advanced Text Analysis Techniques #Historical Astronomy and Related Studies
2. Transformers Can Do Bayesian Inference
   2021/12/20 by Samuel Müller, Müller, Samuel, Noah Hollmann +7 · 3 voices · 50 citations
   Computer Science · Mathematics · #Gaussian Processes and Bayesian Inference #Machine Learning and Algorithms #Machine Learning and Data Classification #cs.LG #stat.ML
3. HPO-B: A Large-Scale Reproducible Benchmark for Black-Box HPO based on\n OpenML
   2021/06/11 by Sebastian Pineda Arango, Hadi S. Jomaa, Arango, Sebastian Pineda +5 · 8 citations
   Computer Science · #Machine Learning and Data Classification #Data Stream Mining Techniques #Advanced Multi-Objective Optimization Algorithms
4. Interpretable Mesomorphic Networks for Tabular Data
   2023/05/22 by Arlind Kadra, Kadra, Arlind, Sebastian Pineda Arango +3 · 2 voices
   Computer Science · #Advanced Neural Network Applications #Adversarial Robustness in Machine Learning #Explainable Artificial Intelligence (XAI) #cs.LG
5. Quick-Tune: Quickly Learning Which Pretrained Model to Finetune and How
   2023/06/06 by Sebastian Pineda Arango, Fábio Furlan Ferreira, Arango, Sebastian Pineda +5 · 5 citations
   Computer Science · #Machine Learning and Data Classification #Domain Adaptation and Few-Shot Learning #Advanced Neural Network Applications
6. Deep Pipeline Embeddings for AutoML
   2023/05/23 by Sebastian Pineda Arango, Josif Grabocka, Arango, Sebastian Pineda +1 · 1 voice
   Computer Science · #Advanced Multi-Objective Optimization Algorithms #Gaussian Processes and Bayesian Inference #Machine Learning and Data Classification #cs.LG
7. Deep Ranking Ensembles for Hyperparameter Optimization
   2023/03/27 by Abdus Salam Khazi, Sebastian Pineda Arango, Khazi, Abdus Salam +3 · 1 citation
   Computer Science · #Advanced Multi-Objective Optimization Algorithms #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning and Data Classification #Metaheuristic Optimization Algorithms Research