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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 47 of 101: papers 4,601 to 4,700 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.

• Patterns, predictions, and actions: A story about machine learning
  10 Feb 2021 0 repositories listed
• Statistical Inference for Polyak-Ruppert Averaged Zeroth-order Stochastic Gradient Algorithm
  10 Feb 2021 0 repositories listed
• A Real-World Demonstration of Machine Learning Generalizability: Intracranial Hemorrhage Detection on Head CT
  9 Feb 2021 0 repositories listed
• Black-box model risk in finance
  9 Feb 2021 0 repositories listed
• WheaCha: A Method for Explaining the Predictions of Models of Code
  9 Feb 2021 0 repositories listed
• Facial Expression Recognition on a Quantum Computer
  9 Feb 2021 0 repositories listed
• Sequence-based Machine Learning Models in Jet Physics
  9 Feb 2021 0 repositories listed
• Communication-efficient k-Means for Edge-based Machine Learning
  8 Feb 2021 0 repositories listed
• Detecting Fake News Using Machine Learning : A Systematic Literature Review
  8 Feb 2021 0 repositories listed
• Introduction to Machine Learning for the Sciences
  8 Feb 2021 0 repositories listed
• Deep Learning Based Walking Tasks Classification in Older Adults using fNIRS
  8 Feb 2021 0 repositories listed
• Quantum machine learning with adaptive linear optics
  8 Feb 2021 0 repositories listed
• The Limits of Computation in Solving Equity Trade-Offs in Machine Learning and Justice System Risk Assessment
  8 Feb 2021 0 repositories listed
• Assessing Fairness in Classification Parity of Machine Learning Models in Healthcare
  7 Feb 2021 0 repositories listed
• Machine Learning Methods for Histopathological Image Analysis: A Review
  7 Feb 2021 0 repositories listed
• Mimetic Neural Networks: A unified framework for Protein Design and Folding
  7 Feb 2021 0 repositories listed
• What's in a Name? -- Gender Classification of Names with Character Based Machine Learning Models
  7 Feb 2021 0 repositories listed
• Privacy-Preserving Feature Selection with Secure Multiparty Computation
  6 Feb 2021 0 repositories listed
• A modular framework for extreme weather generation
  5 Feb 2021 0 repositories listed
• A Survey on Mathematical Aspects of Machine Learning in GeoPhysics: The Cases of Weather Forecast, Wind Energy, Wave Energy, Oil and Gas Exploration
  5 Feb 2021 0 repositories listed
• Applications of Machine Learning in Document Digitisation
  5 Feb 2021 0 repositories listed
• Bounds and Heuristics for Multi-Product Personalized Pricing
  5 Feb 2021 0 repositories listed
• Categorical data as a stone guest in a data science project for predicting defective water meters
  5 Feb 2021 0 repositories listed
• Evaluating Deep Learning in SystemML using Layer-wise Adaptive Rate Scaling(LARS) Optimizer
  5 Feb 2021 0 repositories listed
• Machine Learning Applications on Neuroimaging for Diagnosis and Prognosis of Epilepsy: A Review
  5 Feb 2021 0 repositories listed
• AutoPilot: Automating SoC Design Space Exploration for SWaP Constrained Autonomous UAVs
  5 Feb 2021 0 repositories listed
• Network Support for High-performance Distributed Machine Learning
  5 Feb 2021 0 repositories listed
• Zero Training Overhead Portfolios for Learning to Solve Combinatorial Problems
  5 Feb 2021 0 repositories listed
• Semi-Synchronous Federated Learning for Energy-Efficient Training and Accelerated Convergence in Cross-Silo Settings
  4 Feb 2021 0 repositories listed
• Undecidability of Underfitting in Learning Algorithms
  4 Feb 2021 0 repositories listed
• Directive Explanations for Actionable Explainability in Machine Learning Applications
  3 Feb 2021 0 repositories listed
• Information-Theoretic Bounds on the Moments of the Generalization Error of Learning Algorithms
  3 Feb 2021 0 repositories listed
• Investigating Critical Risk Factors in Liver Cancer Prediction
  3 Feb 2021 0 repositories listed
• Key Technology Considerations in Developing and Deploying Machine Learning Models in Clinical Radiology Practice
  3 Feb 2021 0 repositories listed
• Nearest Neighbor-based Importance Weighting
  3 Feb 2021 0 repositories listed
• Real-Time Optimal Trajectory Planning for Autonomous Vehicles and Lap Time Simulation Using Machine Learning
  3 Feb 2021 0 repositories listed
• The VIX index under scrutiny of machine learning techniques and neural networks
  3 Feb 2021 0 repositories listed
• Unbox the Black-box for the Medical Explainable AI via Multi-modal and Multi-centre Data Fusion: A Mini-Review, Two Showcases and Beyond
  3 Feb 2021 0 repositories listed
• Analyzing dynamical disorder for charge transport in organic semiconductors via machine learning
  2 Feb 2021 0 repositories listed
• Enabling energy efficient machine learning on a Ultra-Low-Power vision sensor for IoT
  2 Feb 2021 0 repositories listed
• Predicting Propensity to Vote with Machine Learning
  2 Feb 2021 0 repositories listed
• Recurrent Neural Network for MoonBoard Climbing Route Classification and Generation
  2 Feb 2021 0 repositories listed
• Stability and Generalization of the Decentralized Stochastic Gradient Descent
  2 Feb 2021 0 repositories listed
• Transfer Learning in Magnetic Resonance Brain Imaging: a Systematic Review
  2 Feb 2021 0 repositories listed
• Emergent Unfairness in Algorithmic Fairness-Accuracy Trade-Off Research
  1 Feb 2021 0 repositories listed
• Evolutionary computational platform for the automatic discovery of nanocarriers for cancer treatment
  1 Feb 2021 0 repositories listed
• Machine learning pipeline for battery state of health estimation
  1 Feb 2021 0 repositories listed
• Quantum Fair Machine Learning
  1 Feb 2021 0 repositories listed
• Towards advancing the earthquake forecasting by machine learning of satellite data
  31 Jan 2021 0 repositories listed
• Efficient CNN Building Blocks for Encrypted Data
  30 Jan 2021 0 repositories listed
• EmpathBERT: A BERT-based Framework for Demographic-aware Empathy Prediction
  30 Jan 2021 0 repositories listed
• Importance of feature engineering and database selection in a machine learning model: A case study on carbon crystal structures
  30 Jan 2021 0 repositories listed
• An adaptive artificial neural network-based generative design method for layout designs
  29 Jan 2021 0 repositories listed
• Beyond traditional assumptions in fair machine learning
  29 Jan 2021 0 repositories listed
• Reinforcement Learning for Freight Booking Control Problems
  29 Jan 2021 0 repositories listed
• Counterfactual Planning in AGI Systems
  29 Jan 2021 0 repositories listed
• Modelling Sovereign Credit Ratings: Evaluating the Accuracy and Driving Factors using Machine Learning Techniques
  29 Jan 2021 0 repositories listed
• A Machine Learning Challenge for Prognostic Modelling in Head and Neck Cancer Using Multi-modal Data
  28 Jan 2021 0 repositories listed
• Online Capacity Scaling Augmented With Unreliable Machine Learning Predictions
  28 Jan 2021 0 repositories listed
• A Survey of Complex-Valued Neural Networks
  28 Jan 2021 0 repositories listed
• Adversarial Machine Learning Attacks on Condition-Based Maintenance Capabilities
  28 Jan 2021 0 repositories listed
• AHMoSe: A Knowledge-Based Visual Support System for Selecting Regression Machine Learning Models
  28 Jan 2021 0 repositories listed
• An Overview of Machine Learning Techniques for Radiowave Propagation Modeling
  28 Jan 2021 0 repositories listed
• Choice modelling in the age of machine learning - discussion paper
  28 Jan 2021 0 repositories listed
• Disembodied Machine Learning: On the Illusion of Objectivity in NLP
  28 Jan 2021 0 repositories listed
• Machine learning for cloud resources management -- An overview
  28 Jan 2021 0 repositories listed
• Reducing ReLU Count for Privacy-Preserving CNN Speedup
  28 Jan 2021 0 repositories listed
• tf.data: A Machine Learning Data Processing Framework
  28 Jan 2021 0 repositories listed
• Automatic Detection of Occulted Hard X-ray Flares Using Deep-Learning Methods
  27 Jan 2021 0 repositories listed
• Detecting discriminatory risk through data annotation based on Bayesian inferences
  27 Jan 2021 0 repositories listed
• Echo State Network for two-dimensional turbulent moist Rayleigh-Bénard convection
  27 Jan 2021 0 repositories listed
• Kähler Geometry of Quiver Varieties and Machine Learning
  27 Jan 2021 0 repositories listed
• Machine Learning based Soil VWC and Field Capacity Estimation Using Low Cost Sensors
  27 Jan 2021 0 repositories listed
• Predicting Participation in Cancer Screening Programs with Machine Learning
  27 Jan 2021 0 repositories listed
• Robust Android Malware Detection System against Adversarial Attacks using Q-Learning
  27 Jan 2021 0 repositories listed
• Continual Learning of Visual Concepts for Robots through Limited Supervision
  26 Jan 2021 0 repositories listed
• Cyber Kittens, or Some First Steps Towards Categorical Cybernetics
  26 Jan 2021 0 repositories listed
• Incremental Search Space Construction for Machine Learning Pipeline Synthesis
  26 Jan 2021 0 repositories listed
• Model-agnostic interpretation by visualization of feature perturbations
  26 Jan 2021 0 repositories listed
• Reverse Derivative Ascent: A Categorical Approach to Learning Boolean Circuits
  26 Jan 2021 0 repositories listed
• Transparent Contribution Evaluation for Secure Federated Learning on Blockchain
  26 Jan 2021 0 repositories listed
• Adaptive Scheduling for Machine Learning Tasks over Networks
  25 Jan 2021 0 repositories listed
• Curriculum Learning: A Survey
  25 Jan 2021 0 repositories listed
• Damage detection in operational wind turbine blades using a new approach based on machine learning
  25 Jan 2021 0 repositories listed
• Machine Learning for the Detection and Identification of Internet of Things (IoT) Devices: A Survey
  25 Jan 2021 0 repositories listed
• Online and Scalable Model Selection with Multi-Armed Bandits
  25 Jan 2021 0 repositories listed
• Parametric Rectified Power Sigmoid Units: Learning Nonlinear Neural Transfer Analytical Forms
  25 Jan 2021 0 repositories listed
• Machine Learning for Strategic Inference
  24 Jan 2021 0 repositories listed
• Two-step Machine Learning Approach for Channel Estimation with Mixed Resolution RF Chains
  24 Jan 2021 0 repositories listed
• A Machine Learning Approach to Predicting Continuous Tie Strengths
  23 Jan 2021 0 repositories listed
• A Raspberry Pi-based Traumatic Brain Injury Detection System for Single-Channel Electroencephalogram
  23 Jan 2021 0 repositories listed
• Yield Spread Selection in Predicting Recession Probabilities: A Machine Learning Approach
  23 Jan 2021 0 repositories listed
• Show or Suppress? Managing Input Uncertainty in Machine Learning Model Explanations
  23 Jan 2021 0 repositories listed
• Analysis of stock index with a generalized BN-S model: an approach based on machine learning and fuzzy parameters
  22 Jan 2021 0 repositories listed
• Does a Hybrid Neural Network based Feature Selection Model Improve Text Classification?
  22 Jan 2021 0 repositories listed
• Machine Learning in LiDAR 3D point clouds
  22 Jan 2021 0 repositories listed
• On managing vulnerabilities in AI/ML systems
  22 Jan 2021 0 repositories listed
• Predicting Autism Spectrum Disorder Using Machine Learning Classifiers
  22 Jan 2021 0 repositories listed
• Traffic Flow Estimation using LTE Radio Frequency Counters and Machine Learning
  22 Jan 2021 0 repositories listed
• Adversarial Machine Learning for Flooding Attacks on 5G Radio Access Network Slicing
  21 Jan 2021 0 repositories listed