Methods › General › AutoML › HPO

Hyper-parameter optimization

HPO

154 papers tagged archive 2025-07-28

Introduced by James S. Bergstra et al. in Algorithms for Hyper-Parameter Optimization

archive 2025-07-28 Description, source and code snippet are the archive's method entry.

Papers archive 2025-07-28

30 shown of 154, newest first. Repository counts are the archive's code-links table. A Syntology line states what Syntology ran from that paper's harvested code; it is per sample and not a correctness claim.

• Evaluating Rare Disease Diagnostic Performance in Symptom Checkers: A Synthetic Vignette Simulation Approach
  24 Jun 2025 · 0 repositories · arXiv:2506.19750
• Overtuning in Hyperparameter Optimization
  24 Jun 2025 · 1 repository · arXiv:2506.19540
• OptiMindTune: A Multi-Agent Framework for Intelligent Hyperparameter Optimization
  25 May 2025 · 1 repository · arXiv:2505.19205
• MA-COIR: Leveraging Semantic Search Index and Generative Models for Ontology-Driven Biomedical Concept Recognition
  19 May 2025 · 1 repository · arXiv:2505.12964
• POCAII: Parameter Optimization with Conscious Allocation using Iterative Intelligence
  16 May 2025 · 0 repositories · arXiv:2505.11745
• Generating Reliable Synthetic Clinical Trial Data: The Role of Hyperparameter Optimization and Domain Constraints
  8 May 2025 · 0 repositories · arXiv:2505.05019
• An Analysis of Hyper-Parameter Optimization Methods for Retrieval Augmented Generation
  6 May 2025 · 0 repositories · arXiv:2505.03452
• A General Approach of Automated Environment Design for Learning the Optimal Power Flow
  1 May 2025 · 0 repositories · arXiv:2505.07832
• Frozen Layers: Memory-efficient Many-fidelity Hyperparameter Optimization
  14 Apr 2025 · 0 repositories · arXiv:2504.10735
• A Balanced Approach of Rapid Genetic Exploration and Surrogate Exploitation for Hyperparameter Optimization
  10 Apr 2025 · 0 repositories · arXiv:2504.07359
• EvolvingGrasp: Evolutionary Grasp Generation via Efficient Preference Alignment
  18 Mar 2025 · 0 repositories · arXiv:2503.14329
• Integrating Chain-of-Thought and Retrieval Augmented Generation Enhances Rare Disease Diagnosis from Clinical Notes
  15 Mar 2025 · 0 repositories · arXiv:2503.12286
• ULTHO: Ultra-Lightweight yet Efficient Hyperparameter Optimization in Deep Reinforcement Learning
  8 Mar 2025 · 0 repositories · arXiv:2503.06101
• Monte Carlo Temperature: a robust sampling strategy for LLM's uncertainty quantification methods
  25 Feb 2025 · 0 repositories · arXiv:2502.18389
• Application-oriented automatic hyperparameter optimization for spiking neural network prototyping
  13 Feb 2025 · 0 repositories · arXiv:2502.12172
• Hyperparameters in Score-Based Membership Inference Attacks
  10 Feb 2025 · 1 repository · arXiv:2502.06374
• Survey and Improvement Strategies for Gene Prioritization with Large Language Models
  30 Jan 2025 · 0 repositories · arXiv:2501.18794
• KU AIGEN ICL EDI@BC8 Track 3: Advancing Phenotype Named Entity Recognition and Normalization for Dysmorphology Physical Examination Reports
  16 Jan 2025 · 0 repositories · arXiv:2501.09744
• A Unified Hyperparameter Optimization Pipeline for Transformer-Based Time Series Forecasting Models
  2 Jan 2025 · 1 repository · arXiv:2501.01394
• HyperQ-Opt: Q-learning for Hyperparameter Optimization
  23 Dec 2024 · 0 repositories · arXiv:2412.17765
• Resource-Adaptive Successive Doubling for Hyperparameter Optimization with Large Datasets on High-Performance Computing Systems
  3 Dec 2024 · 1 repository · arXiv:2412.02729
• Interpretable label-free self-guided subspace clustering
  26 Nov 2024 · 0 repositories · arXiv:2411.17291
• Hyper-parameter Optimization for Federated Learning with Step-wise Adaptive Mechanism
  19 Nov 2024 · 0 repositories · arXiv:2411.12244
• Synergizing Hyper-accelerated Power Optimization and Wavelength-Dependent QoT-Aware Cross-Layer Design in Next-Generation Multi-Band EONs
  5 Nov 2024 · 0 repositories · arXiv:2411.02911
• Sequential Large Language Model-Based Hyper-parameter Optimization
  27 Oct 2024 · 1 repository · arXiv:2410.20302
• Testing the Efficacy of Hyperparameter Optimization Algorithms in Short-Term Load Forecasting
  19 Oct 2024 · 0 repositories · arXiv:2410.15047
• In-the-loop Hyper-Parameter Optimization for LLM-Based Automated Design of Heuristics
  7 Oct 2024 · 0 repositories · arXiv:2410.16309
• ARLBench: Flexible and Efficient Benchmarking for Hyperparameter Optimization in Reinforcement Learning
  27 Sep 2024 · 1 repository · arXiv:2409.18827
• Mapping Biomedical Ontology Terms to IDs: Effect of Domain Prevalence on Prediction Accuracy
  11 Sep 2024 · 0 repositories · arXiv:2409.13746
• LMEMs for post-hoc analysis of HPO Benchmarking
  5 Aug 2024 · 1 repository · arXiv:2408.02533

Tasks archive 2025-07-28

20 shown of 121 tasks the archive attaches to papers tagged with this method, by distinct papers. A task without a page in the catalog is plain text.

Usage over time archive 2025-07-28

Components: the archive holds no method-to-method composition, so PwC's Components table cannot be rebuilt; the Papers list carries no Results column for the same reason (the archive does not join its leaderboard rows to method tags).

Categories archive 2025-07-28

Report a problem or propose a change · a person checks every report against the paper or source before anything changes; decisions are listed on /corrections