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Sebastian Buschjäger
Postdoc, The Lamarr Institute for Machine Learning and Artificial Intelligence
Joined
July 2021
Names
Sebastian Buschjäger
(Preferred)
,
Sebastian Buschjaeger
Emails
****@tu-dortmund.de
(Confirmed)
Personal Links
Homepage
Google Scholar
DBLP
ORCID
LinkedIn
Career & Education History
Postdoc
The Lamarr Institute for Machine Learning and Artificial Intelligence
(lamarr-institute.org)
2023
–
Present
PhD student
TU Dortmund
(tu-dortmund.de)
2016
–
2022
Advisors, Relations & Conflicts
Coauthor
Dimitrios Gunopulos
Present
Coauthor
Raphael Fischer
Present
Coauthor
Kuan-Hsun Chen
Present
Coauthor
Jian-Jia Chen
Present
Coauthor
Marcel Wever
Present
Coauthor
Christian Hakert
Present
Coauthor
Thomas Liebig
Present
PhD Advisor
Katharina Morik
2016
–
2022
Expertise
Ensemble Learning
Present
Tiny ML
Present
Model Deployment
Present
Online Learning
Present
Resource-Aware Machine Learning
Present
Timeseries Analysis
Present
Timeseries Classification
Present
Publications
Rejection Ensembles with Online Calibration
Sebastian Buschjäger
ECML/PKDD (6) 2024
Readers:
Everyone
Language-Based Deployment Optimization for Random Forests (Invited Paper)
Jannik Malcher
,
Daniel Biebert
,
Kuan-Hsun Chen
,
Sebastian Buschjäger
,
Christian Hakert
,
Jian-Jia Chen
LCTES 2024
Readers:
Everyone
MetaQuRe: Meta-learning from Model Quality and Resource Consumption
Raphael Fischer
,
Marcel Wever
,
Sebastian Buschjäger
,
Thomas Liebig
ECML/PKDD (7) 2024
Readers:
Everyone
Joint leaf-refinement and ensemble pruning through L1 regularization
Sebastian Buschjäger
,
Katharina Morik
May 2023 (modified: 24 Apr 2023)
Data Min. Knowl. Discov. 2023
Readers:
Everyone
Fast Inference of Tree Ensembles on ARM Devices
Simon Koschel
,
Sebastian Buschjäger
,
Claudio Lucchese
,
Katharina Morik
CoRR 2023
Readers:
Everyone
Efficient Realization of Decision Trees for Real-Time Inference
Kuan-Hsun Chen
,
Chiahui Su
,
Christian Hakert
,
Sebastian Buschjäger
,
Chao-Lin Lee
,
Jenq-Kuen Lee
,
Katharina Morik
,
Jian-Jia Chen
Nov 2022 (modified: 01 Feb 2023)
ACM Trans. Embed. Comput. Syst. 2022
Readers:
Everyone
Machine Learning Based on Emerging Memories
Mikail Yayla
,
Sebastian Buschjäger
,
Hussam Amrouch
Mach. Learn. under Resour. Constraints Vol. 1 (1) 2022
Readers:
Everyone
Monitoring and Feature Extraction
Wolfgang Rhode
,
Tim Ruhe
,
Maximilian Linhoff
,
Jens Buß
,
Lukas Nickel
,
Sebastian Buschjäger
Mach. Learn. under Resour. Constraints Vol. 2 (2) 2022
Readers:
Everyone
Deep Learning Applications
Wolfgang Rhode
,
Mirco Hünnefeld
,
Bernhard Spaan
,
Vukan Jevtic
,
Lukas Pfahler
,
Sebastian Buschjäger
Mach. Learn. under Resour. Constraints Vol. 2 (2) 2022
Readers:
Everyone
Summary Extraction from Streams
Sebastian Buschjäger
,
Katharina Morik
Mach. Learn. under Resour. Constraints Vol. 1 (1) 2022
Readers:
Everyone
View all 34 publications
Co-Authors
Alexander Schulze-Struchtrup
Aniket Gupta
Bernhard Spaan
Chao-Lin Lee
Chiahui Su
Christian Bockermann
Christian Hakert
Claudio Lucchese
Daniel Biebert
Hussam Amrouch
Jannik Malcher
Jenq-Kuen Lee
Jens Buß
Jian-Jia Chen
Jörg Henkel
Katharina Morik
Kuan-Hsun Chen
Lukas Nickel
Lukas Pfahler
Maik Schmidt
Marcel Wever
Mario Günzel
Maximilian Linhoff
Mikail Yayla
Mirco Hünnefeld
View all 35 co-authors