conftrace_

hierarchical partitioning

6 papers

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Co-occurring keywords

multi-fidelity optimization (33) black-box optimization (183) semimetric space (2) smoothness (1) function smoothness (2) hyperparameter tuning (215) multilabel classification (75) function optimization (6) regret bound (1926) tree search (86)

Papers

Multilabel Classification by Hierarchical Partitioning and Data-dependent Grouping NIPS 2020
Self-Supervised Few-Shot Learning on Point Clouds NIPS 2020
Multiscale Gaussian Process Level Set Estimation AISTATS 2019
Noisy Blackbox Optimization using Multi-fidelity Queries: A Tree Search Approach AISTATS 2019
Multi-Fidelity Black-Box Optimization with Hierarchical Partitions ICML 2018
Optimistic Optimization of a Deterministic Function without the Knowledge of its Smoothness NIPS 2011