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- 2025
-
Mark
Unified framework for entropy search and expected improvement in Bayesian optimization
2025)(
- Chapter in Book/Report/Conference proceeding › Paper in conference proceeding
-
Mark
Exploring exploration in Bayesian 0ptimization
2025)(
- Chapter in Book/Report/Conference proceeding › Paper in conference proceeding
-
Mark
Understanding high-dimensional Bayesian optimization
2025)(
- Chapter in Book/Report/Conference proceeding › Paper in conference proceeding
-
Mark
Leveraging axis-aligned subspaces for high-dimensional Bayesian optimization with group testing
2025)(
- Chapter in Book/Report/Conference proceeding › Paper in conference proceeding
- 2024
-
Mark
Vanilla Bayesian Optimization Performs Great in High Dimensions
2024) 41st International Conference on Machine Learning, ICML 2024 In Proceedings of Machine Learning Research 235. p.20793-20817(
- Contribution to journal › Article
-
Mark
A GENERAL FRAMEWORK FOR USER-GUIDED BAYESIAN OPTIMIZATION
2024) 12th International Conference on Learning Representations, ICLR 2024(
- Contribution to conference › Paper, not in proceeding
- 2023
-
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
-
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
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