Dr Bastian Oetomo
Research Fellow, Digital
School of Computing and Information Systems
10 Scholarly works
0 Projects
HIGHLIGHTS
2026
Journal article
Transmembrane pressure evolution during constant flux SPTFF – a comparison of two proteins
DOI: 10.1016/j.memsci.2026.1255412025
Journal article
Controlling tangential flow filtration in biomanufacturing processes via machine learning: A literature review
DOI: 10.1016/j.dche.2024.1002112025
Conference Proceedings
VDASI: VAE-Enhanced Degradation-Aware System Identification Using Constrained Latent Spaces
DOI: 10.1007/978-981-96-8295-9_112025
Conference Proceedings
DelayNetODE: Delay-Aware System Modelling Using Graph Attention and Continuous-Time Neural Dynamics
DOI: 10.1109/ICDM65498.2025.000442024
Conference Proceedings
Warm-Starting Contextual Bandits Under Latent Reward Scaling
DOI: 10.1109/ICDM59182.2024.000432023
Journal article
No DBA? No Regret! Multi-Armed Bandits for Index Tuning of Analytical and HTAP Workloads With Provable Guarantees
DOI: 10.1109/TKDE.2023.32716642023
Journal article
Cutting to the chase with warm-start contextual bandits
DOI: 10.1007/s10115-023-01861-2
RECENT SCHOLARLY WORKS
2022
Conference Proceedings
HMAB: Self-Driving Hierarchy of Bandits for Integrated Physical Database Design Tuning
DOI: 10.14778/3565816.35658242021
Conference Proceedings
DBA bandits: Self-driving index tuning under ad-hoc, analytical workloads with safety guarantees
DOI: 10.1109/ICDE51399.2021.000582021
Conference Proceedings
Cutting to the Chase with Warm-Start Contextual Bandits
DOI: 10.1109/ICDM51629.2021.00057