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Sebastian Pineda Arango
PhD student, Universität Freiburg
Joined
May 2021
Names
Sebastian Pineda Arango
(Preferred)
,
Sebastian Pineda-Arango
Emails
****@cs.uni-freiburg.de
(Confirmed)
,
****@gmail.com
(Confirmed)
Personal Links
Google Scholar
DBLP
LinkedIn
Career & Education History
PhD student
Universität Freiburg
(uni-freiburg.de)
2021
–
Present
MS student
Universtiy of Hildesheim
(uni-hildesheim.de)
2018
–
2021
Researcher
EAFIT
(eafit.edu.co)
2015
–
2017
Undergrad student
University of Antioquia
(udea.edu.co)
2009
–
2015
Advisors, Relations & Conflicts
No relations added
Expertise
Machine Learning
,
Time Series
Present
Deep Learning
,
Meta-Learning
Present
Deep Learning
,
Hyper-parameter Optimization
Present
Publications
Regularized Neural Ensemblers
Sebastian Pineda Arango
,
Maciej Janowski
,
Lennart Purucker
,
Arber Zela
,
Frank Hutter
,
Josif Grabocka
AutoML 2025 Methods Track
Readers:
Everyone
ChronosX: Adapting Pretrained Time Series Models with Exogenous Variables
Sebastian Pineda Arango
,
Pedro Mercado
,
Shubham Kapoor
,
Abdul Fatir Ansari
,
Lorenzo Stella
,
Huibin Shen
,
Hugo Henri Joseph Senetaire
,
Ali Caner Turkmen
,
Oleksandr Shchur
,
Danielle C. Maddix
,
Michael Bohlke-Schneider
,
Bernie Wang
,
Syama Sundar Rangapuram
AISTATS 2025 Poster
Readers:
Everyone
Dynamic Post-Hoc Neural Ensemblers
Sebastian Pineda Arango
,
Maciej Janowski
,
Lennart Purucker
,
Arber Zela
,
Frank Hutter
,
Josif Grabocka
ICLR 2025 Conference Withdrawn Submission
Readers:
Everyone
Ensembling Finetuned Language Models for Text Classification
Sebastian Pineda Arango
,
Maciej Janowski
,
Lennart Purucker
,
Arber Zela
,
Frank Hutter
,
Josif Grabocka
FITML 2024 Poster
Readers:
Everyone
Quick-Tune-Tool: A Practical Tool and its User Guide for Automatically Finetuning Pretrained Models
Ivo Rapant
,
Lennart Purucker
,
Fabio Ferreira
,
Sebastian Pineda Arango
,
Arlind Kadra
,
Josif Grabocka
,
Frank Hutter
AutoML 2024 Workshop
Readers:
Everyone
Chronos: Learning the Language of Time Series
Abdul Fatir Ansari
,
Lorenzo Stella
,
Ali Caner Turkmen
,
Xiyuan Zhang
,
Pedro Mercado
,
Huibin Shen
,
Oleksandr Shchur
,
Syama Sundar Rangapuram
,
Sebastian Pineda Arango
,
Shubham Kapoor
,
Jasper Zschiegner
,
Danielle C. Maddix
,
Hao Wang
,
Michael W. Mahoney
,
Kari Torkkola
,
Andrew Gordon Wilson
,
Michael Bohlke-Schneider
,
Bernie Wang
Accepted by TMLR
Readers:
Everyone
Interpretable Mesomorphic Networks for Tabular Data
Arlind Kadra
,
Sebastian Pineda Arango
,
Josif Grabocka
NeurIPS 2024 poster
Readers:
Everyone
HPO-RL-Bench: A Zero-Cost Benchmark for HPO in Reinforcement Learning
Gresa Shala
,
Sebastian Pineda Arango
,
André Biedenkapp
,
Frank Hutter
,
Josif Grabocka
AutoML 2024 (ABCD Track)
Readers:
Everyone
Quick-Tune: Quickly Learning Which Pretrained Model to Finetune and How
Sebastian Pineda Arango
,
Fabio Ferreira
,
Arlind Kadra
,
Frank Hutter
,
Josif Grabocka
ICLR 2024 oral
Readers:
Everyone
Deep Ranking Ensembles for Hyperparameter Optimization
Abdus Salam Khazi
,
Sebastian Pineda-Arango
,
Josif Grabocka
2023 (modified: 24 Apr 2023)
CoRR 2023
Readers:
Everyone
View all 25 publications
Co-Authors
Abdul Fatir Ansari
Abdus Salam Khazi
Ali Caner Turkmen
Alperen Dedeoglu
Andrew Gordon Wilson
André Biedenkapp
Arber Zela
Arlind Kadra
Bernie Wang
Danielle C. Maddix
David Obando-Paniagua
Fabio Ferreira
Felix Heinrich
Frank Hutter
Friedemann Schestag
Gresa Shala
Hadi S. Jomaa
Hadi Samer Jomaa
Hao Wang
Hugo Henri Joseph Senetaire
Huibin Shen
Ivo Rapant
Jasper Zschiegner
Josif Grabocka
Kari Torkkola
View all 43 co-authors