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Papers archive 2025-07-28

archive papers tagged: 256 · with a code link: 89 · where Syntology ran a sample: 19 (17 with a run with no instrument failure, 2 where every run was a failure of Syntology's instrument) Syntology

Show: all tagged papersonly where code ran (19 of 256 tagged: 17 with a run with no instrument failure, 2 where every run was a failure of Syntology's instrument)

Page 2 of 3: papers 101 to 200 of 256, newest first by the archive's date (ties by slug), in archive order.

Repository counts are the archive's code-links table. A Syntology line states what Syntology ran from that paper's harvested code, as “N ran (of which C constructed an object rather than computing a result; K with no instrument failure: H honoured, V violated, P with no contract checked; I where Syntology's instrument failed) · U unverified”; the instrument figure counts failures of Syntology's instrument, not of the code. It is per sample and not a correctness claim. When the archive marks a repository official for the paper, the line starts with that repository's state (the archive's flag, not a verdict on who wrote the code; “community repositories only” when every sample that ran came from a community repository, “official: no sample here; runs from other or unrecorded repositories” when some came from a repository the paper names or has in its text, or from none recorded); hover it for the repositories the samples that ran came from.

• Transformer Network-based Reinforcement Learning Method for Power Distribution Network (PDN) Optimization of High Bandwidth Memory (HBM)
  29 Mar 2022 · 0 repositories · arXiv:2203.15722
• LAMBDA: Covering the Solution Set of Black-Box Inequality by Search Space Quantization
  25 Mar 2022 · 0 repositories · arXiv:2203.13708
• A³D: A Platform of Searching for Robust Neural Architectures and Efficient Adversarial Attacks
  7 Mar 2022 · 0 repositories · arXiv:2203.03128
• Hyperparameter optimization of data-driven AI models on HPC systems
  2 Mar 2022 · 0 repositories · arXiv:2203.01112
• Risk-Aware Scene Sampling for Dynamic Assurance of Autonomous Systems
  28 Feb 2022 · 1 repository · arXiv:2202.13510
• Adam-based Augmented Random Search for Control Policies for Distributed Energy Resource Cyber Attack Mitigation
  27 Jan 2022 · 0 repositories · arXiv:2201.11825
• A Comparative study of Hyper-Parameter Optimization Tools
  17 Jan 2022 · 0 repositories · arXiv:2201.06433
• Discrete Simulation Optimization for Tuning Machine Learning Method Hyperparameters
  16 Jan 2022 · 0 repositories · arXiv:2201.05978
• Reputation, Learning and Project Choice in Frictional Economies
  5 Jan 2022 · 0 repositories · arXiv:2201.01813
• Semantic Clustering based Deduction Learning for Image Recognition and Classification
  25 Dec 2021 · 0 repositories · arXiv:2112.13165
• Using Sequential Statistical Tests for Efficient Hyperparameter Tuning
  23 Dec 2021 · 0 repositories · arXiv:2112.12438
• Teaching a Robot to Walk Using Reinforcement Learning
  13 Dec 2021 · 0 repositories · arXiv:2112.07031
• Learning over All Stabilizing Nonlinear Controllers for a Partially-Observed Linear System
  8 Dec 2021 · 0 repositories · arXiv:2112.04219
• A Transferable Approach for Partitioning Machine Learning Models on Multi-Chip-Modules
  7 Dec 2021 · 0 repositories · arXiv:2112.04041
• On the Second-order Convergence Properties of Random Search Methods
  25 Oct 2021 · 1 repository · arXiv:2110.13265
• An Analysis of Super-Net Heuristics in Weight-Sharing NAS
  4 Oct 2021 · 0 repositories · arXiv:2110.01154
• Ranking Convolutional Architectures by their Feature Extraction Capabilities
  29 Sep 2021 · 0 repositories
• Cancer Progression as a Learning Process
  26 Sep 2021 · 0 repositories · arXiv:2109.12511
• Direct Random Search for Fine Tuning of Deep Reinforcement Learning Policies
  12 Sep 2021 · 1 repository · arXiv:2109.05604
• Online Optimization of Stimulation Speed in an Auditory Brain-Computer Interface under Time Constraints
  26 Aug 2021 · 0 repositories · arXiv:2109.06011
• Continuous Treatment Recommendation with Deep Survival Dose Response Function
  24 Aug 2021 · 0 repositories · arXiv:2108.10453
• Searching for a practical evidence of the No Free Lunch theorems
  21 Aug 2021 · 0 repositories · arXiv:2109.13738
• MOFit: A Framework to reduce Obesity using Machine learning and IoT
  19 Aug 2021 · 0 repositories · arXiv:2108.08868
• An automated machine learning framework to optimize radiomics model construction validated on twelve clinical applications
  19 Aug 2021 · 2 repositories · arXiv:2108.08618
• Asymptotic convergence rates for averaging strategies
  10 Aug 2021 · 0 repositories · arXiv:2108.04707
• High dimensional Bayesian Optimization Algorithm for Complex System in Time Series
  4 Aug 2021 · 0 repositories · arXiv:2108.02289
• AutoML Meets Time Series Regression Design and Analysis of the AutoSeries Challenge
  28 Jul 2021 · 1 repository · arXiv:2107.13186
• On the Convergence of Prior-Guided Zeroth-Order Optimization Algorithms
  21 Jul 2021 · 1 repository · arXiv:2107.10110
  Syntology official: harvested, nothing ran · 0 ran · 3 unverified (of 3 harvested samples) · 3 pointer-only (licence)
• A Discrete Simulation Optimization Approach Towards Calibration of an Agent-based Simulation Model of Hepatitis C Virus Transmission
  6 Jul 2021 · 0 repositories · arXiv:2107.02856
• Efficient Data-specific Model Search for Collaborative Filtering
  14 Jun 2021 · 0 repositories · arXiv:2106.07453
• The Out-of-Distribution Problem in Explainability and Search Methods for Feature Importance Explanations
  1 Jun 2021 · 1 repository · arXiv:2106.00786
  Syntology official (archive's flag): 1 ran · 1 ran (of which 1 constructed an object rather than computing a result; 1 with no instrument failure: 0 honoured, 0 violated, 1 with no contract checked; 0 where Syntology's instrument failed) · 3 unverified; the one sample that ran constructed an object rather than computing a result (of 4 harvested samples)
• Stochastic Intervention for Causal Inference via Reinforcement Learning
  28 May 2021 · 0 repositories · arXiv:2105.13514
• Neighborhood-Aware Neural Architecture Search
  13 May 2021 · 0 repositories · arXiv:2105.06369
• Automated Decision-based Adversarial Attacks
  9 May 2021 · 0 repositories · arXiv:2105.03931
• Search Algorithms for Automated Hyper-Parameter Tuning
  29 Apr 2021 · 1 repository · arXiv:2104.14677
• Fast Design Space Exploration of Nonlinear Systems: Part I
  5 Apr 2021 · 0 repositories · arXiv:2104.01747
• Learning Linear Policies for Robust Bipedal Locomotion on Terrains with Varying Slopes
  4 Apr 2021 · 0 repositories · arXiv:2104.01662
• Convolutional Neural Network Hyperparameters optimization for Facial Emotion Recognition
  25 Mar 2021 · 2 repositories
• Reinforcement Learning for Deceiving Reactive Jammers in Wireless Networks
  25 Mar 2021 · 0 repositories · arXiv:2103.14056
• Promoting Fairness through Hyperparameter Optimization
  23 Mar 2021 · 2 repositories · arXiv:2103.12715
• Empirical comparison between autoencoders and traditional dimensionality reduction methods
  8 Mar 2021 · 0 repositories · arXiv:2103.04874
• An AutoML-based Approach to Multimodal Image Sentiment Analysis
  16 Feb 2021 · 0 repositories · arXiv:2102.08092
• Self-supervised learning for fast and scalable time series hyper-parameter tuning
  10 Feb 2021 · 0 repositories · arXiv:2102.05740
• A Systematic Comparison Study on Hyperparameter Optimisation of Graph Neural Networks for Molecular Property Prediction
  8 Feb 2021 · 0 repositories · arXiv:2102.04283
• Online Statistical Inference for Stochastic Optimization via Kiefer-Wolfowitz Methods
  5 Feb 2021 · 0 repositories · arXiv:2102.03389
• Scalable Voltage Control using Structure-Driven Hierarchical Deep Reinforcement Learning
  29 Jan 2021 · 0 repositories · arXiv:2102.00077
• Better Short than Greedy: Interpretable Models through Optimal Rule Boosting
  21 Jan 2021 · 1 repository · arXiv:2101.08380
• Optimal Designs of Gaussian Processes with Budgets for Hyperparameter Optimization
  1 Jan 2021 · 0 repositories
• Rapidly adapting robot swarms with Swarm Map-based Bayesian Optimisation
  21 Dec 2020 · 1 repository · arXiv:2012.11444
• Amazon SageMaker Automatic Model Tuning: Scalable Gradient-Free Optimization
  15 Dec 2020 · 0 repositories · arXiv:2012.08489
• Quantum Circuit Design Search
  7 Dec 2020 · 1 repository · arXiv:2012.04046
• A Population-based Hybrid Approach to Hyperparameter Optimization for Neural Networks
  22 Nov 2020 · 1 repository · arXiv:2011.11062
• Primal-dual Learning for the Model-free Risk-constrained Linear Quadratic Regulator
  22 Nov 2020 · 0 repositories · arXiv:2011.10931
• Towards a General Framework for ML-based Self-tuning Databases
  16 Nov 2020 · 0 repositories · arXiv:2011.07921
• Robust Quadrupedal Locomotion on Sloped Terrains: A Linear Policy Approach
  30 Oct 2020 · 1 repository · arXiv:2010.16342
• Delta-STN: Efficient Bilevel Optimization for Neural Networks using Structured Response Jacobians
  26 Oct 2020 · 1 repository · arXiv:2010.13514
  Syntology official (archive's flag): 1 ran · 1 ran (of which 1 constructed an object rather than computing a result; 1 with no instrument failure: 0 honoured, 0 violated, 1 with no contract checked; 0 where Syntology's instrument failed) · 0 unverified; the one sample that ran constructed an object rather than computing a result (of 1 harvested sample)
• Optimizing Coverage and Capacity in Cellular Networks using Machine Learning
  22 Oct 2020 · 0 repositories · arXiv:2010.13710
• Robot Design With Neural Networks, MILP Solvers and Active Learning
  19 Oct 2020 · 0 repositories · arXiv:2010.09842
• Choosing News Topics to Explain Stock Market Returns
  14 Oct 2020 · 0 repositories · arXiv:2010.07289
• Vulnerability of Face Recognition Systems Against Composite Face Reconstruction Attack
  23 Aug 2020 · 0 repositories · arXiv:2009.02286
• Adversarial Imitation Learning via Random Search
  21 Aug 2020 · 0 repositories · arXiv:2008.09450
• Can weight sharing outperform random architecture search? An investigation with TuNAS
  13 Aug 2020 · 1 repository · arXiv:2008.06120
• Robust Long-Term Object Tracking via Improved Discriminative Model Prediction
  11 Aug 2020 · 1 repository · arXiv:2008.04722
• Quantity vs. Quality: On Hyperparameter Optimization for Deep Reinforcement Learning
  29 Jul 2020 · 0 repositories · arXiv:2007.14604
• A Gradient-based Bilevel Optimization Approach for Tuning Hyperparameters in Machine Learning
  21 Jul 2020 · 0 repositories · arXiv:2007.11022
• Augmenting Differentiable Simulators with Neural Networks to Close the Sim2Real Gap
  12 Jul 2020 · 1 repository · arXiv:2007.06045
• Bayesian Optimization with a Prior for the Optimum
  25 Jun 2020 · 0 repositories · arXiv:2006.14608
• Hyperparameter Ensembles for Robustness and Uncertainty Quantification
  24 Jun 2020 · 3 repositories · arXiv:2006.13570
  Syntology official (archive's flag): 2 ran · 2 ran (of which 1 constructed an object rather than computing a result; 1 with no instrument failure: 0 honoured, 0 violated, 1 with no contract checked; 1 where Syntology's instrument failed) · 2 unverified (of 4 harvested samples)
• Sparse-RS: a versatile framework for query-efficient sparse black-box adversarial attacks
  23 Jun 2020 · 2 repositories · arXiv:2006.12834
• Bonsai-Net: One-Shot Neural Architecture Search via Differentiable Pruners
  12 Jun 2020 · 1 repository · arXiv:2006.09264
  Syntology official: harvested, nothing ran · 0 ran · 1 unverified (of 1 harvested sample) · 1 pointer-only (licence)
• Learning Causal Models Online
  12 Jun 2020 · 1 repository · arXiv:2006.07461
• AMEIR: Automatic Behavior Modeling, Interaction Exploration and MLP Investigation in the Recommender System
  10 Jun 2020 · 0 repositories · arXiv:2006.05933
• Adaptation Strategies for Automated Machine Learning on Evolving Data
  9 Jun 2020 · 1 repository · arXiv:2006.06480
• AutoHAS: Efficient Hyperparameter and Architecture Search
  5 Jun 2020 · 0 repositories · arXiv:2006.03656
• MLE-guided parameter search for task loss minimization in neural sequence modeling
  4 Jun 2020 · 1 repository · arXiv:2006.03158
• Hyperparameter optimization with REINFORCE and Transformers
  1 Jun 2020 · 0 repositories · arXiv:2006.00939
• MANGO: A Python Library for Parallel Hyperparameter Tuning
  22 May 2020 · 1 repository · arXiv:2005.11394
• A Robust Experimental Evaluation of Automated Multi-Label Classification Methods
  16 May 2020 · 1 repository · arXiv:2005.08083
• Out-of-the-box channel pruned networks
  30 Apr 2020 · 0 repositories · arXiv:2004.14584
• Genetic programming approaches to learning fair classifiers
  28 Apr 2020 · 4 repositories · arXiv:2004.13282
• Learning to Guide Random Search
  25 Apr 2020 · 1 repository · arXiv:2004.12214
  Syntology official (archive's flag): 2 ran · 2 ran (of which 2 constructed an object rather than computing a result; 2 with no instrument failure: 0 honoured, 0 violated, 2 with no contract checked; 0 where Syntology's instrument failed) · 0 unverified; every one of the 2 samples that ran constructed an object rather than computing a result (of 2 harvested samples)
• Local Search is a Remarkably Strong Baseline for Neural Architecture Search
  20 Apr 2020 · 2 repositories · arXiv:2004.08996
  Syntology official (archive's flag): 8 ran · 8 ran (of which 0 constructed an object rather than computing a result; 8 with no instrument failure: 0 honoured, 0 violated, 8 with no contract checked; 0 where Syntology's instrument failed) · 0 unverified (of 8 harvested samples)
• Distributed Evolution of Deep Autoencoders
  16 Apr 2020 · 0 repositories · arXiv:2004.07607
• A reinforcement learning application of guided Monte Carlo Tree Search algorithm for beam orientation selection in radiation therapy
  14 Apr 2020 · 0 repositories · arXiv:2004.06244
• A Modified Bayesian Optimization based Hyper-Parameter Tuning Approach for Extreme Gradient Boosting
  10 Apr 2020 · 0 repositories · arXiv:2004.05041
• Learning Stabilizing Control Policies for a Tensegrity Hopper with Augmented Random Search
  6 Apr 2020 · 1 repository · arXiv:2004.02641
• Weighted Random Search for Hyperparameter Optimization
  3 Apr 2020 · 1 repository · arXiv:2004.01628
• Weighted Random Search for CNN Hyperparameter Optimization
  30 Mar 2020 · 1 repository · arXiv:2003.13300
• RandomNet: Towards Fully Automatic Neural Architecture Design for Multimodal Learning
  2 Mar 2020 · 0 repositories · arXiv:2003.01181
• To Share or Not To Share: A Comprehensive Appraisal of Weight-Sharing
  11 Feb 2020 · 1 repository · arXiv:2002.04289
  Syntology official (archive's flag): 7 ran · 7 ran (of which 0 constructed an object rather than computing a result; 7 with no instrument failure: 0 honoured, 0 violated, 7 with no contract checked; 0 where Syntology's instrument failed) · 0 unverified (of 7 harvested samples)
• Novelty Producing Synaptic Plasticity
  10 Feb 2020 · 0 repositories · arXiv:2002.03620
• Machine learning enables completely automatic tuning of a quantum device faster than human experts
  8 Jan 2020 · 2 repositories · arXiv:2001.02589
  Syntology 16 ran (of which 0 constructed an object rather than computing a result; 15 with no instrument failure: 0 honoured, 0 violated, 15 with no contract checked; 1 where Syntology's instrument failed) · 3 unverified (of 19 harvested samples)
• Convergence and sample complexity of gradient methods for the model-free linear quadratic regulator problem
  26 Dec 2019 · 0 repositories · arXiv:1912.11899
• CNN-LSTM models for Multi-Speaker Source Separation using Bayesian Hyper Parameter Optimization
  19 Dec 2019 · 1 repository · arXiv:1912.09254
• COEGAN: Evaluating the Coevolution Effect in Generative Adversarial Networks
  12 Dec 2019 · 1 repository · arXiv:1912.06180
• Grid Search, Random Search, Genetic Algorithm: A Big Comparison for NAS
  12 Dec 2019 · 0 repositories · arXiv:1912.06059
• Augmented Random Search for Quadcopter Control: An alternative to Reinforcement Learning
  28 Nov 2019 · 0 repositories · arXiv:1911.12553
• Bridging the Gap between Sample-based and One-shot Neural Architecture Search with BONAS
  21 Nov 2019 · 1 repository · arXiv:1911.09336
• ImmuNeCS: Neural Committee Search by an Artificial Immune System
  18 Nov 2019 · 0 repositories · arXiv:1911.07729
• FLAML: A Fast and Lightweight AutoML Library
  12 Nov 2019 · 2 repositories · arXiv:1911.04706