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- 2023
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Mark
Bounce : Reliable High-Dimensional Bayesian Optimization for Combinatorial and Mixed Spaces
2023) 37th Conference on Neural Information Processing Systems, NeurIPS 2023 In Advances in Neural Information Processing Systems 36.(
- Chapter in Book/Report/Conference proceeding › Paper in conference proceeding
- 2022
-
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
-
Mark
LassoBench : A High-Dimensional Hyperparameter Optimization Benchmark Suite for Lasso
(
- Chapter in Book/Report/Conference proceeding › Paper in conference proceeding
-
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
HPVM2FPGA: Enabling True Hardware-Agnostic FPGA Programming
2022) 33rd IEEE International Conference on Application-specific Systems, Architectures, and Processors (ASAP 2022)(
- Chapter in Book/Report/Conference proceeding › Paper in conference proceeding
-
Mark
Increasing the Scope as You Learn: Adaptive Bayesian Optimization in Nested Subspaces
2022) Advances in Neural Information Processing Systems 35, NeurIPS 2022(
- Chapter in Book/Report/Conference proceeding › Paper in conference proceeding
-
Mark
Joint Entropy Search for Maximally-Informed Bayesian Optimization
2022) 36th Conference on Neural Information Processing Systems, NeurIPS 2022(
- Chapter in Book/Report/Conference proceeding › Paper in conference proceeding
-
Mark
Learning Skill-based Industrial Robot Tasks with User Priors
2022) IEEE 18th International Conference on Automation Science and Engineering (IEEE CASE2022) p.1485-1492(
- Chapter in Book/Report/Conference proceeding › Paper in conference proceeding
-
Mark
How to Set Up & Learn New Robot Tasks with Explainable Behaviors?
2022) European Robotics Forum(
- Contribution to conference › Poster