← Authors

Sebastian Pineda Arango

7 papers · 2022–2025 · 4 conferences · across top CS/AI conferences

Achievements

🌉 Interdisciplinary Bridge 🌍 Conference Polyglot (4) 🐝 Cross-Pollinator (5)

Conferences

ICLR (3) AUTOML (2) AISTATS (1) NIPS (1)

Top co-authors

Josif Grabocka (6) Frank Hutter (4) Arlind Kadra (2) Lorenzo Stella (1) Fabio Ferreira (1) Arber Zela (1) Hugo Henri Joseph Senetaire (1) Shubham Kapoor (1) Ali Caner Turkmen (1) Danielle C. Maddix (1)

Keywords

feature learning (1) model interpretability (1) interpretable model (1) model explanation (1) tabular datum (1) interpretable neural network (1) linear model (1) explainable model (1) neural network (1)

Papers

ChronosX: Adapting Pretrained Time Series Models with Exogenous Variables AISTATS 2025
Regularized Neural Ensemblers AUTOML 2025
Quick-Tune: Quickly Learning Which Pretrained Model to Finetune and How ICLR 2024
Interpretable Mesomorphic Networks for Tabular Data NIPS 2024
HPO-RL-Bench: A Zero-Cost Benchmark for HPO in Reinforcement Learning AUTOML 2024
Deep Ranking Ensembles for Hyperparameter Optimization ICLR 2023
Transformers Can Do Bayesian Inference ICLR 2022