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| Fair Bayesian Optimization | Jun 9, 2020 | Bayesian OptimizationFairness | —Unverified | 0 |
| Falsification of Cyber-Physical Systems using Bayesian Optimization | Sep 14, 2022 | Bayesian Optimization | —Unverified | 0 |
| Fantasizing with Dual GPs in Bayesian Optimization and Active Learning | Nov 2, 2022 | Active LearningBayesian Optimization | —Unverified | 0 |
| FastBO: Fast HPO and NAS with Adaptive Fidelity Identification | Sep 1, 2024 | Bayesian OptimizationHyperparameter Optimization | —Unverified | 0 |
| Fast Calculation of the Knowledge Gradient for Optimization of Deterministic Engineering Simulations | Aug 16, 2016 | Bayesian Optimization | —Unverified | 0 |
| Fast Charging of Lithium-Ion Batteries Using Deep Bayesian Optimization with Recurrent Neural Network | Apr 9, 2023 | Bayesian Optimization | —Unverified | 0 |
| Fast Design Space Exploration of Nonlinear Systems: Part I | Apr 5, 2021 | Active LearningBayesian Optimization | —Unverified | 0 |
| Faster, Cheaper, Better: Multi-Objective Hyperparameter Optimization for LLM and RAG Systems | Feb 25, 2025 | Bayesian OptimizationHyperparameter Optimization | —Unverified | 0 |
| Fast Exact Computation of Expected HyperVolume Improvement | Dec 18, 2018 | Bayesian OptimizationEvolutionary Algorithms | —Unverified | 0 |
| Fast Hyperparameter Optimization of Deep Neural Networks via Ensembling Multiple Surrogates | Nov 6, 2018 | Bayesian OptimizationHyperparameter Optimization | —Unverified | 0 |
| Fast Hyperparameter Tuning using Bayesian Optimization with Directional Derivatives | Feb 6, 2019 | Bayesian OptimizationLearning Theory | —Unverified | 0 |
| Fast Model Identification via Physics Engines for Data-Efficient Policy Search | Oct 24, 2017 | Bayesian OptimizationFriction | —Unverified | 0 |
| Feasibility-Driven Trust Region Bayesian Optimization | Jun 17, 2025 | Bayesian Optimization | —Unverified | 0 |
| Feature-based Low-Rank Compression of Large Language Models via Bayesian Optimization | May 17, 2024 | Bayesian OptimizationLow-rank compression | —Unverified | 0 |
| Few-Shot Bayesian Optimization with Deep Kernel Surrogates | Jan 19, 2021 | Bayesian OptimizationFew-Shot Learning | —Unverified | 0 |
| Few-shot crack image classification using clip based on bayesian optimization | Mar 1, 2025 | Bayesian OptimisationBayesian Optimization | —Unverified | 0 |
| Few-Shot Test-Time Optimization Without Retraining for Semiconductor Recipe Generation and Beyond | May 21, 2025 | Bayesian OptimizationRecipe Generation | —Unverified | 0 |
| Fidelity of Ensemble Aggregation for Saliency Map Explanations using Bayesian Optimization Techniques | Jul 4, 2022 | Bayesian Optimization | —Unverified | 0 |
| Financial Applications of Gaussian Processes and Bayesian Optimization | Mar 12, 2019 | Bayesian OptimizationBIG-bench Machine Learning | —Unverified | 0 |
| Finding Needles in Haystack: Formal Generative Models for Efficient Massive Parallel Simulations | Jan 3, 2023 | Bayesian Optimization | —Unverified | 0 |
| Finding the Optimum Design of Large Gas Engines Prechambers Using CFD and Bayesian Optimization | Aug 3, 2023 | Bayesian Optimization | —Unverified | 0 |
| Fine-Grained Alignment in Vision-and-Language Navigation through Bayesian Optimization | Nov 22, 2024 | Bayesian OptimizationContrastive Learning | —Unverified | 0 |
| Fine-Pruning: Joint Fine-Tuning and Compression of a Convolutional Network with Bayesian Optimization | Jul 28, 2017 | Bayesian OptimizationNetwork Pruning | —Unverified | 0 |
| Finite-time Koopman Identifier: A Unified Batch-online Learning Framework for Joint Learning of Koopman Structure and Parameters | May 12, 2021 | Bayesian Optimization | —Unverified | 0 |