bayesian optimization

Audio Jailbreak: An Open Comprehensive Benchmark for Jailbreaking Large Audio-Language Models ACL 2026 Beyond Grid Search: Leveraging Bayesian Optimization for Accelerating RAG Pipeline Optimization EACL 2026 BiPA: Bilevel Prompt Adaptation for Underwater Instance Segmentation CVPR 2026 COBALT: Censored Optimization and Bayesian Active Learning Techniques UAI 2026 Cycle-Consistent Multi-Graph Matching for Self-Supervised Annotation of C. Elegans WACV 2026 DABO: Difficulty-Aware Bayesian Optimization with Diffusion-Learned Priors CVPR 2026 Efficient Protein Optimization via Structure-aware Hamiltonian Dynamics AAAI 2026 Function-on-Function Bayesian Optimization AAAI 2026 Information-Theoretic Bayesian Optimization for Bilevel Optimization Problems UAI 2026 Information Theoretic Bayesian Optimization over the Probability Simplex UAI 2026 LAMDA: Two-Phase HPO via Learning Prior from Low-Fidelity Data AAAI 2026 Maximally Robust Satisficing Bayesian Optimization UAI 2026 MetaGameBO: Hierarchical Game-Theoretic Driven Robust Meta-Learning for Bayesian Optimization AAAI 2026 Nanoporous Materials Discovery via Search Bias-Guided Surrogate Modeling AAAI 2026 A Bayesian Optimization Approach to Machine Translation Reranking NAACL 2025 Accelerating Multimodal Large Language Models by Searching Optimal Vision Token Reduction CVPR 2025 Adaptive Experimental Design to Accelerate Scientific Discovery and Engineering Design AAAI 2025 Adjusted Expected Improvement for Cumulative Regret Minimization in Noisy Bayesian Optimization JMLR 2025 Adversarial Learning Under Hybrid Perturbations for Robust Acute Lymphoblastic Leukemia Classification AAAI 2025 Algorithmic Recourse for Long-Term Improvement ICML 2025 Amortized Probabilistic Conditioning for Optimization, Simulation and Inference AISTATS 2025 A Unified Framework for Entropy Search and Expected Improvement in Bayesian Optimization ICML 2025 AutoUAD: Hyper-parameter Optimization for Unsupervised Anomaly Detection ICLR 2025 BARK: A Fully Bayesian Tree Kernel for Black-box Optimization ICML 2025 Bayesian Optimization for Controlled Image Editing via LLMs ACL 2025