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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
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Mark
Bounce: a Reliable Bayesian Optimization Algorithm for Combinatorial and Mixed Spaces
2023) 37th Conference on Neural Information Processing Systems, NeurIPS 2023(
- Chapter in Book/Report/Conference proceeding › Paper in conference proceeding
-
Mark
Out-of-Distribution Detection for Adaptive Computer Vision
2023) 23nd Scandinavian Conference on Image Analysis, SCIA 2023 In Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics) 13886 LNCS. p.311-325(
- Chapter in Book/Report/Conference proceeding › Paper in conference proceeding
-
Mark
Homunculus : Auto-Generating Efficient Data-Plane ML Pipelines for Datacenter Networks
2023) 28th ACM International Conference on Architectural Support for Programming Languages and Operating Systems, ASPLOS 2023 In International Conference on Architectural Support for Programming Languages and Operating Systems - ASPLOS 3. p.329-342(
- Chapter in Book/Report/Conference proceeding › Paper in conference proceeding
- 2022
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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
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
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
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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