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- 2022
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Mark
LassoBench: A High-Dimensional Hyperparameter Optimization Benchmark Suite for Lasso
2022) 1st International Conference on Automated Machine Learning (AutoML)(
- Contribution to conference › Paper, not in proceeding
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Mark
πBO: Augmenting Acquisition Functions with User Beliefs for Bayesian Optimization
2022) Tenth International Conference of Learning Representations, ICLR 2022(
- Contribution to conference › Paper, not in proceeding
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Mark
LassoBench : A High-Dimensional Hyperparameter Optimization Benchmark Suite for Lasso
(
- Chapter in Book/Report/Conference proceeding › Paper in conference proceeding
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Mark
Skill-based Multi-objective Reinforcement Learning of Industrial Robot Tasks with Planning and Knowledge Integration
(
- Chapter in Book/Report/Conference proceeding › Paper in conference proceeding
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Mark
A Shared Pose Regression Network for Pose Estimation of Objects from RGB Images
2022) IEEE/RSJ International Conference on Signal Image Technology & Internet Based Systems (SITIS) 2022(
- Chapter in Book/Report/Conference proceeding › Paper in conference proceeding
- 2021
-
Mark
Realeasy: Real-Time capable Simulation to Reality Domain Adaptation
2021) 2021 IEEE 17th International Conference on Automation Science and Engineering (CASE) p.2009-2016(
- Chapter in Book/Report/Conference proceeding › Paper in conference proceeding
-
Mark
WARA-PS: A Research Arena for Public Safety Demonstrations and Autonomous Collaborative Rescue Robotics Experimentation
(
- Contribution to journal › Article
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Mark
Layout-Agnostic Order-Batching Optimization
2021) 12th International Conference on Computational Logistics, ICCL 2021 In Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics) 13004 LNCS. p.115-129(
- Chapter in Book/Report/Conference proceeding › Paper in conference proceeding
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Mark
Bayesian Optimization with a Prior for the Optimum
2021) European Conference on Machine Learning and Principles and Practice of Knowledge Discovery in Databases, ECML PKDD 2021 In Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics) 12977 LNAI. p.265-296(
- Chapter in Book/Report/Conference proceeding › Paper in conference proceeding
-
Mark
Formulation of a Layout-Agnostic Order Batching Problem
2021) 4th International Conference on Optimization and Learning, OLA 2021 In Communications in Computer and Information Science 1443. p.216-226(
- Chapter in Book/Report/Conference proceeding › Paper in conference proceeding