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BIG-bench Machine Learning

Papers archive 2025-07-28

archive papers tagged: 10,033 · with a code link: 2,352 · where Syntology ran a sample: 356 (290 with a run with no instrument failure, 66 where every run was a failure of Syntology's instrument) Syntology

Show: all tagged papersonly where code ran (356 of 10,033 tagged: 290 with a run with no instrument failure, 66 where every run was a failure of Syntology's instrument)

Page 28 of 101: papers 2,701 to 2,800 of 10,033, in archive order: by repositories listed in the archive (most first), then newest first, not by stars (the archive holds no stars, so PwC's “Social” and “Latest” sorts cannot be reproduced). Papers that list no repository come after every paper that lists one.

Papers without a page here are shown as plain text. A Syntology line reads “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 figure “where Syntology's instrument failed” counts failures of Syntology's instrument, not of the code. 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); hover it for the repositories the samples that ran came from. Abstracts are on each paper's page.

• Algebraic Machine Learning with an Application to Chemistry
  11 May 2022 0 repositories listed
• An Introduction to Quantum Machine Learning for Engineers
  11 May 2022 0 repositories listed
• Dimension-adaptive machine-learning-based quantum state reconstruction
  11 May 2022 0 repositories listed
• Evaluation Gaps in Machine Learning Practice
  11 May 2022 0 repositories listed
• Extensible Machine Learning for Encrypted Network Traffic Application Labeling via Uncertainty Quantification
  11 May 2022 0 repositories listed
• Hierarchical Collaborative Hyper-parameter Tuning
  11 May 2022 0 repositories listed
• Predicting hot-electron free energies from ground-state data
  11 May 2022 0 repositories listed
• Process, Bias and Temperature Scalable CMOS Analog Computing Circuits for Machine Learning
  11 May 2022 0 repositories listed
• Tiny Robot Learning: Challenges and Directions for Machine Learning in Resource-Constrained Robots
  11 May 2022 0 repositories listed
• Unsupervised machine learning for physical concepts
  11 May 2022 0 repositories listed
• Calibrating for Class Weights by Modeling Machine Learning
  10 May 2022 0 repositories listed
• Designing a Recurrent Neural Network to Learn a Motion Planner for High-Dimensional Inputs
  10 May 2022 0 repositories listed
• Hybrid quantum ResNet for car classification and its hyperparameter optimization
  10 May 2022 0 repositories listed
• Knowledge Augmented Machine Learning with Applications in Autonomous Driving: A Survey
  10 May 2022 0 repositories listed
• Lifelong Personal Context Recognition
  10 May 2022 0 repositories listed
• Serving and Optimizing Machine Learning Workflows on Heterogeneous Infrastructures
  10 May 2022 0 repositories listed
• Btech thesis report on adversarial attack detection and purification of adverserially attacked images
  9 May 2022 0 repositories listed
• Insights into the origin of halo mass profiles from machine learning
  9 May 2022 0 repositories listed
• Interpretable Machine Learning for Self-Service High-Risk Decision-Making
  9 May 2022 0 repositories listed
• Machine Learning Diffusion Monte Carlo Energies
  9 May 2022 0 repositories listed
• Methodology to Create Analysis-Naive Holdout Records as well as Train and Test Records for Machine Learning Analyses in Healthcare
  9 May 2022 0 repositories listed
• On Generalisability of Machine Learning-based Network Intrusion Detection Systems
  9 May 2022 0 repositories listed
• Predicting tacrolimus exposure in kidney transplanted patients using machine learning
  9 May 2022 0 repositories listed
• Should attention be all we need? The epistemic and ethical implications of unification in machine learning
  9 May 2022 0 repositories listed
• The Roles and Modes of Human Interactions with Automated Machine Learning Systems
  9 May 2022 0 repositories listed
• Wavelet-Based Hybrid Machine Learning Model for Out-of-distribution Internet Traffic Prediction
  9 May 2022 0 repositories listed
• Learning Regionally Decentralized AC Optimal Power Flows with ADMM
  8 May 2022 0 repositories listed
• MLSmellHound: A Context-Aware Code Analysis Tool
  8 May 2022 0 repositories listed
• Federated Random Reshuffling with Compression and Variance Reduction
  8 May 2022 0 repositories listed
• Evaluation of a User Authentication Schema Using Behavioral Biometrics and Machine Learning
  7 May 2022 0 repositories listed
• Training from Zero: Radio Frequency Machine Learning Data Quantity Forecasting
  7 May 2022 0 repositories listed
• Machine Learning in Molecular Dynamics Simulations of Biomolecular Systems
  6 May 2022 0 repositories listed
• Putting Density Functional Theory to the Test in Machine-Learning-Accelerated Materials Discovery
  6 May 2022 0 repositories listed
• The Road to Explainability is Paved with Bias: Measuring the Fairness of Explanations
  6 May 2022 0 repositories listed
• Transferring Chemical and Energetic Knowledge Between Molecular Systems with Machine Learning
  6 May 2022 0 repositories listed
• A Deep Bayesian Bandits Approach for Anticancer Therapy: Exploration via Functional Prior
  5 May 2022 0 repositories listed
• Learning to Solve Vehicle Routing Problems: A Survey
  5 May 2022 0 repositories listed
• Accelerating phase-field-based simulation via machine learning
  4 May 2022 0 repositories listed
• Group-Invariant Quantum Machine Learning
  4 May 2022 0 repositories listed
• KenSwQuAD -- A Question Answering Dataset for Swahili Low Resource Language
  4 May 2022 0 repositories listed
• Machine Learning Operations (MLOps): Overview, Definition, and Architecture
  4 May 2022 0 repositories listed
• SMLT: A Serverless Framework for Scalable and Adaptive Machine Learning Design and Training
  4 May 2022 0 repositories listed
• Spatial-Temporal Meta-path Guided Explainable Crime Prediction
  4 May 2022 0 repositories listed
• Wild Patterns Reloaded: A Survey of Machine Learning Security against Training Data Poisoning
  4 May 2022 0 repositories listed
• A Falsificationist Account of Artificial Neural Networks
  3 May 2022 0 repositories listed
• Local Stochastic Bilevel Optimization with Momentum-Based Variance Reduction
  3 May 2022 0 repositories listed
• Machine learning techniques in joint default assessment
  3 May 2022 0 repositories listed
• Side-aware Meta-Learning for Cross-Dataset Listener Diagnosis with Subjective Tinnitus
  3 May 2022 0 repositories listed
• PSI Draft Specification
  2 May 2022 0 repositories listed
• Retrieval-Enhanced Machine Learning
  2 May 2022 0 repositories listed
• Using Machine Learning to Evaluate Real Estate Prices Using Location Big Data
  2 May 2022 0 repositories listed
• Can Information Behaviour Inform Machine Learning?
  1 May 2022 0 repositories listed
• IIITSurat@LT-EDI-ACL2022: Hope Speech Detection using Machine Learning
  1 May 2022 0 repositories listed
• Inter-annotator agreement is not the ceiling of machine learning performance: Evidence from a comprehensive set of simulations
  1 May 2022 0 repositories listed
• On the Impact of Data Augmentation on Downstream Performance in Natural Language Processing
  1 May 2022 0 repositories listed
• Towards Reproducible Machine Learning Research in Natural Language Processing
  1 May 2022 0 repositories listed
• Using Machine Learning Algorithms to Predict the State of Financial Inclusion in Africa
  1 May 2022 0 repositories listed
• Fair Feature Subset Selection using Multiobjective Genetic Algorithm
  30 Apr 2022 0 repositories listed
• Software Testing for Machine Learning
  30 Apr 2022 0 repositories listed
• A Framework for Constructing Machine Learning Models with Feature Set Optimisation for Evapotranspiration Partitioning
  29 Apr 2022 0 repositories listed
• Adversarial attacks on an optical neural network
  29 Apr 2022 0 repositories listed
• Data+Shift: Supporting visual investigation of data distribution shifts by data scientists
  29 Apr 2022 0 repositories listed
• Goldilocks-curriculum Domain Randomization and Fractal Perlin Noise with Application to Sim2Real Pneumonia Lesion Detection
  29 Apr 2022 0 repositories listed
• Tailored Uncertainty Estimation for Deep Learning Systems
  29 Apr 2022 0 repositories listed
• The scope for AI-augmented interpretation of building blueprints in commercial and industrial property insurance
  29 Apr 2022 0 repositories listed
• Automatic Machine Learning for Multi-Receiver CNN Technology Classifiers
  28 Apr 2022 0 repositories listed
• Emotion Recognition In Persian Speech Using Deep Neural Networks
  28 Apr 2022 0 repositories listed
• Machine learning for knowledge acquisition and accelerated inverse-design for non-Hermitian systems
  28 Apr 2022 0 repositories listed
• Machine Learning for Violence Risk Assessment Using Dutch Clinical Notes
  28 Apr 2022 0 repositories listed
• Dataset for Robust and Accurate Leading Vehicle Velocity Recognition
  27 Apr 2022 0 repositories listed
• Generating Examples From CLI Usage: Can Transformers Help?
  27 Apr 2022 0 repositories listed
• Performance and Interpretability Comparisons of Supervised Machine Learning Algorithms: An Empirical Study
  27 Apr 2022 0 repositories listed
• Prescriptive and Descriptive Approaches to Machine-Learning Transparency
  27 Apr 2022 0 repositories listed
• Towards assessing agricultural land suitability with causal machine learning
  27 Apr 2022 0 repositories listed
• When Performance is not Enough -- A Multidisciplinary View on Clinical Decision Support
  27 Apr 2022 0 repositories listed
• Worst-Case Dynamic Power Distribution Network Noise Prediction Using Convolutional Neural Network
  27 Apr 2022 0 repositories listed
• Quantum-classical convolutional neural networks in radiological image classification
  26 Apr 2022 0 repositories listed
• Supervised machine learning classification for short straddles on the S&P500
  26 Apr 2022 0 repositories listed
• Zero-Touch Network on Industrial IoT: An End-to-End Machine Learning Approach
  26 Apr 2022 0 repositories listed
• Long-run User Value Optimization in Recommender Systems through Content Creation Modeling
  25 Apr 2022 0 repositories listed
• Mapping Research Trajectories
  25 Apr 2022 0 repositories listed
• Meshless method stencil evaluation with machine learning
  25 Apr 2022 0 repositories listed
• On the Performance of Machine Learning Methods for Breakthrough Curve Prediction
  25 Apr 2022 0 repositories listed
• Quantifying Unknown Quantum Entanglement via a Hybrid Quantum-Classical Machine Learning Framework
  25 Apr 2022 0 repositories listed
• Trainable Compound Activation Functions for Machine Learning
  25 Apr 2022 0 repositories listed
• Farmer's Assistant: A Machine Learning Based Application for Agricultural Solutions
  24 Apr 2022 0 repositories listed
• Towards Bundle Adjustment for Satellite Imaging via Quantum Machine Learning
  23 Apr 2022 0 repositories listed
• Comparative Study of Machine Learning Test Case Prioritization for Continuous Integration Testing
  22 Apr 2022 0 repositories listed
• Quantum Semi-Supervised Kernel Learning
  22 Apr 2022 0 repositories listed
• Towards Involving End-users in Interactive Human-in-the-loop AI Fairness
  22 Apr 2022 0 repositories listed
• Towards Privacy-Preserving Neural Architecture Search
  22 Apr 2022 0 repositories listed
• A Learned Index for Exact Similarity Search in Metric Spaces
  21 Apr 2022 0 repositories listed
• A two-level machine learning framework for predictive maintenance: comparison of learning formulations
  21 Apr 2022 0 repositories listed
• Accelerating Machine Learning via the Weber-Fechner Law
  21 Apr 2022 0 repositories listed
• Accurate Molecular-Orbital-Based Machine Learning Energies via Unsupervised Clustering of Chemical Space
  21 Apr 2022 0 repositories listed
• Automated detection of dark patterns in cookie banners: how to do it poorly and why it is hard to do it any other way
  21 Apr 2022 0 repositories listed
• Dynamical simulation via quantum machine learning with provable generalization
  21 Apr 2022 0 repositories listed
• Machine Learning Algebraic Geometry for Physics
  21 Apr 2022 0 repositories listed
• Testing robustness of predictions of trained classifiers against naturally occurring perturbations
  21 Apr 2022 0 repositories listed
• The Risks of Machine Learning Systems
  21 Apr 2022 0 repositories listed