Ivo Couckuyt

Assistant Professor, Universiteit Gent

Joined

February 2022

Names

Ivo Couckuyt (Preferred)

Emails

****@ugent.be (Confirmed)

Personal Links

Homepage

DBLP

ORCID

Career & Education History

Assistant Professor

Universiteit Gent (ugent.be)

2021 – Present

Advisors, Relations & Conflicts

No relations added

Expertise

Surrogate modeling

Present

Bayesian optimization

Present

Publications

Trieste: Efficiently Exploring The Depths of Black-box Functions with TensorFlow
Henry Moss, Victor Picheny, Hrvoje Stojic, Sebastian W. Ober, Artem Artemev, Andrei Paleyes, Sattar Vakili, Stratis Markou, Jixiang Qing, Nasrulloh Ratu Bagus Satrio Loka, Ivo Couckuyt
- NeurIPS BDU Workshop 2024 Poster
- Readers: Everyone
A Robust Multi-Objective Bayesian Optimization Framework Considering Input Uncertainty
Jixiang Qing, Ivo Couckuyt, Tom Dhaene
- 2022 (modified: 08 Mar 2022)
- CoRR 2022
- Readers: Everyone
Investigating the significance of adversarial attacks and their relation to interpretability for radar-based human activity recognition systems
Utku Ozbulak, Baptist Vandersmissen, Azarakhsh Jalalvand, Ivo Couckuyt, Arnout Van Messem, Wesley De Neve
- 2021 (modified: 08 Mar 2022)
- Comput. Vis. Image Underst. 2021
- Readers: Everyone
Multi-output Gaussian process prediction for computationally expensive problems with multiple levels of fidelity
Quan Lin, Jiexiang Hu, Qi Zhou, Yuansheng Cheng, Zhen Hu, Ivo Couckuyt, Tom Dhaene
- 2021 (modified: 08 Mar 2022)
- Knowl. Based Syst. 2021
- Readers: Everyone
Investigating the significance of adversarial attacks and their relation to interpretability for radar-based human activity recognition systems
Utku Ozbulak, Baptist Vandersmissen, Azarakhsh Jalalvand, Ivo Couckuyt, Arnout Van Messem, Wesley De Neve
- 2021 (modified: 08 Mar 2022)
- CoRR 2021
- Readers: Everyone
Hierarchical Gaussian Process Models for Improved Metamodeling
Nicolas Knudde, Vincent Dutordoir, Joachim van der Herten, Ivo Couckuyt, Tom Dhaene
- 2020 (modified: 08 Mar 2022)
- ACM Trans. Model. Comput. Simul. 2020
- Readers: Everyone
Batch Bayesian Active Learning For Feasible Region Identification by Local Penalization
Jixiang Qing, Nicolas Knudde, Ivo Couckuyt, Tom Dhaene, Kohei Shintani
- 2020 (modified: 08 Mar 2022)
- WSC 2020
- Readers: Everyone
Indoor human activity recognition using high-dimensional sensors and deep neural networks
Baptist Vandersmissen, Nicolas Knudde, Azarakhsh Jalalvand, Ivo Couckuyt, Tom Dhaene, Wesley De Neve
- 2020 (modified: 08 Mar 2022)
- Neural Comput. Appl. 2020
- Readers: Everyone
Multi-objective Bayesian Optimization for Engineering Simulation
Joachim van der Herten, Nicolas Knudde, Ivo Couckuyt, Tom Dhaene
- 2020 (modified: 08 Mar 2022)
- High-Performance Simulation-Based Optimization 2020
- Readers: Everyone
Active Learning for Feasible Region Discovery
Nicolas Knudde, Ivo Couckuyt, Kohei Shintani, Tom Dhaene
- 2019 (modified: 08 Mar 2022)
- ICMLA 2019
- Readers: Everyone

View all 54 publications

Co-Authors

View all 79 co-authors