Methods › General › Hyperparameter Search › DAC

Dynamic Algorithm Configuration

DAC

80 papers tagged archive 2025-07-28

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

Dynamic algorithm configuration (DAC) is capable of generalizing over prior optimization approaches, as well as handling optimization of hyperparameters that need to be adjusted over multiple time-steps.

Image Source: Biedenkapp et al.

Source in the archive: Dynamic Algorithm Configuration: Foundation of a New Meta-Algorithmic Framework, a link on ecai2020.eu (archive link, not checked and not linked: not a paper host this site links to).

Papers archive 2025-07-28

30 shown of 80, 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.

Tasks archive 2025-07-28

20 shown of 104 tasks the archive attaches to papers tagged with this method, by distinct papers. A task without a page in the catalog is plain text.

TaskPapers
Reinforcement Learning (RL)7
Benchmarking4
Dialogue Act Classification3
Diversity3
Domain Adaptation3
Image Classification3
Quantization3
Representation Learning3
image-classification3
Attribute2
Classification2
Contrastive Learning2
Data Augmentation2
Decoder2
Deep Reinforcement Learning2
Dimensionality Reduction2
Hallucination2
Image Segmentation2
Retrieval2
Semantic Segmentation2

Usage over time archive 2025-07-28

Papers per year tagged with DAC: 2020 to 2025, peak 24 24 0 2020: 9 papers 2020 2021: 8 papers 2021 2022: 10 papers 2022 2023: 16 papers 2023 2024: 24 papers 2024 2025: 13 papers 2025
Papers per year the archive tags with this method, by the paper's archive date (80 dated). Bars are counts, not a trend claim.

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

Hyperparameter Search

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