Sebastian Pineda Arango

发表论文 11 篇 · 总被引 1270 次 · h-index 6

代表论文

Chronos: Learning the Language of Time Series (2024 · Trans. Mach. Learn. Res. · 被引 952)
Transformers Can Do Bayesian Inference (2021 · International Conference on Learning Representations · 被引 373)
HPO-B: A Large-Scale Reproducible Benchmark for Black-Box HPO based on OpenML (2021 · NeurIPS Datasets and Benchmarks · 被引 93)
Quick-Tune: Quickly Learning Which Pretrained Model to Finetune and How (2023 · International Conference on Learning Representations · 被引 28)
ChronosX: Adapting Pretrained Time Series Models with Exogenous Variables (2025 · International Conference on Artificial Intelligence and Statistics · 被引 25)
Deep Ranking Ensembles for Hyperparameter Optimization (2023 · International Conference on Learning Representations · 被引 10)