Methods › General › Hyperparameter Search › DAC
Dynamic Algorithm Configuration
DAC
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.
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Current-Steering DAC Architecture Design for Amplitude Mismatch Error Minimization 23 May 2025 · 0 repositories · arXiv:2505.18353
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Optimizing Electric Bus Charging Scheduling with Uncertainties Using Hierarchical Deep Reinforcement Learning 15 May 2025 · 0 repositories · arXiv:2505.10296
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Cognitive Non-Coherent Jamming Techniques for Frequency Selective Attacks 12 May 2025 · 0 repositories · arXiv:2505.07429
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Meta-Black-Box-Optimization through Offline Q-function Learning 4 May 2025 · 1 repository · arXiv:2505.02010Syntology ran 1 of 8 samples · 7 unverified · 2 pointer-only (licence)
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Global explainability of a deep abstaining classifier 1 Apr 2025 · 0 repositories · arXiv:2504.01202
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Efficient Dynamic Attention 3D Convolution for Hyperspectral Image Classification 30 Mar 2025 · 1 repository · arXiv:2503.23472
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Reinforcement Learning-based Self-adaptive Differential Evolution through Automated Landscape Feature Learning 23 Mar 2025 · 1 repository · arXiv:2503.18061Syntology ran 0 of 1 samples · 1 unverified
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FlowDec: A flow-based full-band general audio codec with high perceptual quality 3 Mar 2025 · 1 repository · arXiv:2503.01485
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On the Importance of Reward Design in Reinforcement Learning-based Dynamic Algorithm Configuration: A Case Study on OneMax with (1+(λ,λ))-GA 27 Feb 2025 · 1 repository · arXiv:2502.20265
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High-Fidelity Music Vocoder using Neural Audio Codecs 18 Feb 2025 · 0 repositories · arXiv:2502.12759
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Mitigating Object Hallucinations in Large Vision-Language Models via Attention Calibration 4 Feb 2025 · 0 repositories · arXiv:2502.01969
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Depth Any Camera: Zero-Shot Metric Depth Estimation from Any Camera 5 Jan 2025 · 1 repository · arXiv:2501.02464Syntology ran 3 of 12 samples · 9 unverified
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Millimeter-Wave Energy-Efficient Hybrid Beamforming Architecture and Algorithm 3 Jan 2025 · 0 repositories · arXiv:2501.01684
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Pralekha: An Indic Document Alignment Evaluation Benchmark 28 Nov 2024 · 1 repository · arXiv:2411.19096
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TechCoach: Towards Technical-Point-Aware Descriptive Action Coaching 26 Nov 2024 · 0 repositories · arXiv:2411.17130
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Informed Deep Abstaining Classifier: Investigating noise-robust training for diagnostic decision support systems 28 Oct 2024 · 0 repositories · arXiv:2410.21014
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Empowering the Grid: Decentralized Autonomous Control for Effective Utilization and Resilience 22 Oct 2024 · 0 repositories · arXiv:2410.17143
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AutoFeedback: An LLM-based Framework for Efficient and Accurate API Request Generation 9 Oct 2024 · 0 repositories · arXiv:2410.06943
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Audio Codec Augmentation for Robust Collaborative Watermarking of Speech Synthesis 20 Sep 2024 · 1 repository · arXiv:2409.13382Syntology ran 2 of 4 samples · 2 unverified
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Towards Diverse and Efficient Audio Captioning via Diffusion Models 14 Sep 2024 · 0 repositories · arXiv:2409.09401
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Emerging clean technologies: policy-driven cost reductions, implications and perspectives 20 Aug 2024 · 0 repositories · arXiv:2408.10824
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DAC: Decomposed Automation Correction for Text-to-SQL 16 Aug 2024 · 1 repository · arXiv:2408.08779
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DAC: 2D-3D Retrieval with Noisy Labels via Divide-and-Conquer Alignment and Correction 25 Jul 2024 · 1 repository · arXiv:2407.17779
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Instance Selection for Dynamic Algorithm Configuration with Reinforcement Learning: Improving Generalization 18 Jul 2024 · 1 repository · arXiv:2407.13513
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CANDID DAC: Leveraging Coupled Action Dimensions with Importance Differences in DAC 8 Jul 2024 · 1 repository · arXiv:2407.05789Syntology ran 5 of 5 samples · 0 unverified
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From Audio Encoders to Piano Judges: Benchmarking Performance Understanding for Solo Piano 5 Jul 2024 · 0 repositories · arXiv:2407.04518
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Integrating solid direct air capture systems with green hydrogen production: Economic synergy of sector coupling 2 Jun 2024 · 0 repositories · arXiv:2406.00665
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Diffusion Actor-Critic: Formulating Constrained Policy Iteration as Diffusion Noise Regression for Offline Reinforcement Learning 31 May 2024 · 1 repository · arXiv:2405.20555Syntology ran 8 of 8 samples · 0 unverified · 8 pointer-only (licence)
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End-to-End Waveform and Beamforming Optimization for RF Wireless Power Transfer 9 May 2024 · 0 repositories · arXiv:2405.05659
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Adversarial Imitation Learning via Boosting 12 Apr 2024 · 0 repositories · arXiv:2404.08513
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.
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