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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 34 of 101: papers 3,301 to 3,400 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.

• Learning Generalized Causal Structure in Time-series
  6 Dec 2021 0 repositories listed
• Piano Timbre Development Analysis using Machine Learning
  6 Dec 2021 0 repositories listed
• Structured learning of safety guarantees for the control of uncertain dynamical systems
  6 Dec 2021 0 repositories listed
• Thinking Beyond Distributions in Testing Machine Learned Models
  6 Dec 2021 0 repositories listed
• Intrinisic Gradient Compression for Federated Learning
  5 Dec 2021 0 repositories listed
• Quantum Machine Learning for Radio Astronomy
  5 Dec 2021 0 repositories listed
• Toward a Taxonomy of Trust for Probabilistic Machine Learning
  5 Dec 2021 0 repositories listed
• Using Static and Dynamic Malware features to perform Malware Ascription
  5 Dec 2021 0 repositories listed
• Machine Learning in Nuclear Physics
  4 Dec 2021 0 repositories listed
• Predicting Bandwidth Utilization on Network Links Using Machine Learning
  4 Dec 2021 0 repositories listed
• SHAPr: An Efficient and Versatile Membership Privacy Risk Metric for Machine Learning
  4 Dec 2021 0 repositories listed
• Using Machine Learning to Find New Density Functionals
  4 Dec 2021 0 repositories listed
• Application of Machine Learning in understanding plant virus pathogenesis: Trends and perspectives on emergence, diagnosis, host-virus interplay and management
  3 Dec 2021 0 repositories listed
• Attack-Centric Approach for Evaluating Transferability of Adversarial Samples in Machine Learning Models
  3 Dec 2021 0 repositories listed
• Bridging the gap between prostate radiology and pathology through machine learning
  3 Dec 2021 0 repositories listed
• Differential Property Prediction: A Machine Learning Approach to Experimental Design in Advanced Manufacturing
  3 Dec 2021 0 repositories listed
• Prediction and compression of lattice QCD data using machine learning algorithms on quantum annealer
  3 Dec 2021 0 repositories listed
• Reduced, Reused and Recycled: The Life of a Dataset in Machine Learning Research
  3 Dec 2021 0 repositories listed
• A Hybrid Science-Guided Machine Learning Approach for Modeling and Optimizing Chemical Processes
  2 Dec 2021 0 repositories listed
• Constrained Machine Learning: The Bagel Framework
  2 Dec 2021 0 repositories listed
• Machine Learning-Based Classification Algorithms for the Prediction of Coronary Heart Diseases
  2 Dec 2021 0 repositories listed
• Who will dropout from university? Academic risk prediction based on interpretable machine learning
  2 Dec 2021 0 repositories listed
• A Comprehensive Study on Various Statistical Techniques for Prediction of Movie Success
  1 Dec 2021 0 repositories listed
• A Faster Maximum Cardinality Matching Algorithm with Applications in Machine Learning
  1 Dec 2021 0 repositories listed
• A Machine Learning Analysis of COVID-19 Mental Health Data
  1 Dec 2021 0 repositories listed
• Asymptotics of the Bootstrap via Stability with Applications to Inference with Model Selection
  1 Dec 2021 0 repositories listed
• Double/Debiased Machine Learning for Dynamic Treatment Effects
  1 Dec 2021 0 repositories listed
• Double Machine Learning Density Estimation for Local Treatment Effects with Instruments
  1 Dec 2021 0 repositories listed
• Gradient Driven Rewards to Guarantee Fairness in Collaborative Machine Learning
  1 Dec 2021 0 repositories listed
• Learning from Mistakes based on Class Weighting with Application to Neural Architecture Search
  1 Dec 2021 0 repositories listed
• Learning with Labeling Induced Abstentions
  1 Dec 2021 0 repositories listed
• Machine learning Hadron Spectral Functions in Lattice QCD
  1 Dec 2021 0 repositories listed
• Overparameterization Improves Robustness to Covariate Shift in High Dimensions
  1 Dec 2021 0 repositories listed
• Parameter-free HE-friendly Logistic Regression
  1 Dec 2021 0 repositories listed
• Pipeline Combinators for Gradual AutoML
  1 Dec 2021 0 repositories listed
• Revenue maximization via machine learning with noisy data
  1 Dec 2021 0 repositories listed
• Self-Interpretable Model with Transformation Equivariant Interpretation
  1 Dec 2021 0 repositories listed
• A collection of the accepted abstracts for the Machine Learning for Health (ML4H) symposium 2021
  30 Nov 2021 0 repositories listed
• Leveraging Intrinsic Gradient Information for Further Training of Differentiable Machine Learning Models
  30 Nov 2021 0 repositories listed
• Machine Learning for Air Transport Planning and Management
  30 Nov 2021 0 repositories listed
• Studying Hadronization by Machine Learning Techniques
  30 Nov 2021 0 repositories listed
• Synthetic weather radar using hybrid quantum-classical machine learning
  30 Nov 2021 0 repositories listed
• Adaptive First- and Second-Order Algorithms for Large-Scale Machine Learning
  29 Nov 2021 0 repositories listed
• Adversarial Attacks in Cooperative AI
  29 Nov 2021 0 repositories listed
• Evaluation of Machine Learning Techniques for Forecast Uncertainty Quantification
  29 Nov 2021 0 repositories listed
• Comparing Machine Learning and Interpolation Methods for Loop-Level Calculations
  29 Nov 2021 0 repositories listed
• Is the Rush to Machine Learning Jeopardizing Safety? Results of a Survey
  29 Nov 2021 0 repositories listed
• Prediction of Large Magnetic Moment Materials With Graph Neural Networks and Random Forests
  29 Nov 2021 0 repositories listed
• Responding to Challenge Call of Machine Learning Model Development in Diagnosing Respiratory Disease Sounds
  29 Nov 2021 0 repositories listed
• The CSIRO Crown-of-Thorn Starfish Detection Dataset
  29 Nov 2021 0 repositories listed
• Third-Party Hardware IP Assurance against Trojans through Supervised Learning and Post-processing
  29 Nov 2021 0 repositories listed
• Understanding Out-of-distribution: A Perspective of Data Dynamics
  29 Nov 2021 0 repositories listed
• Agility in Software 2.0 -- Notebook Interfaces and MLOps with Buttresses and Rebars
  28 Nov 2021 0 repositories listed
• The Physics of Machine Learning: An Intuitive Introduction for the Physical Scientist
  27 Nov 2021 0 repositories listed
• A Novel Machine Learning Approach to Data Inconsistency with respect to a Fuzzy Relation
  26 Nov 2021 0 repositories listed
• Amazon SageMaker Model Monitor: A System for Real-Time Insights into Deployed Machine Learning Models
  26 Nov 2021 0 repositories listed
• Morphology Decoder: A Machine Learning Guided 3D Vision Quantifying Heterogenous Rock Permeability for Planetary Surveillance and Robotic Functions
  26 Nov 2021 0 repositories listed
• Non-IID data and Continual Learning processes in Federated Learning: A long road ahead
  26 Nov 2021 0 repositories listed
• A Comparative Analysis of Machine Learning Techniques for IoT Intrusion Detection
  25 Nov 2021 0 repositories listed
• Back to Reality for Imitation Learning
  25 Nov 2021 0 repositories listed
• Expert Aggregation for Financial Forecasting
  25 Nov 2021 0 repositories listed
• 10,000 optimal CVRP solutions for testing machine learning based heuristics
  24 Nov 2021 0 repositories listed
• Autonomous bot with ML-based reactive navigation for indoor environment
  24 Nov 2021 0 repositories listed
• Crew Recovery Using Machine Learning and Optimization
  24 Nov 2021 0 repositories listed
• Machine Learning Based Aircraft Recovery Optimization
  24 Nov 2021 0 repositories listed
• Mining Meta-indicators of University Ranking: A Machine Learning Approach Based on SHAP
  24 Nov 2021 0 repositories listed
• A survey on multi-objective hyperparameter optimization algorithms for Machine Learning
  23 Nov 2021 0 repositories listed
• Adversarial machine learning for protecting against online manipulation
  23 Nov 2021 0 repositories listed
• Autonomous optimization of nonaqueous battery electrolytes via robotic experimentation and machine learning
  23 Nov 2021 0 repositories listed
• Exploration of Dark Chemical Genomics Space via Portal Learning: Applied to Targeting the Undruggable Genome and COVID-19 Anti-Infective Polypharmacology
  23 Nov 2021 0 repositories listed
• Filter Methods for Feature Selection in Supervised Machine Learning Applications -- Review and Benchmark
  23 Nov 2021 0 repositories listed
• Machine learning-based porosity estimation from spectral decomposed seismic data
  23 Nov 2021 0 repositories listed
• A Comparison of State-of-the-Art Techniques for Generating Adversarial Malware Binaries
  22 Nov 2021 0 repositories listed
• BiGrad: Differentiating through Bilevel Optimization Programming
  22 Nov 2021 0 repositories listed
• Bridging the reality gap in quantum devices with physics-aware machine learning
  22 Nov 2021 0 repositories listed
• Feature extraction of machine learning and phase transition point of Ising model
  22 Nov 2021 0 repositories listed
• Machine Learning for Mars Exploration
  22 Nov 2021 0 repositories listed
• Machine Learning of Thermodynamic Observables in the Presence of Mode Collapse
  22 Nov 2021 0 repositories listed
• Esophageal virtual disease landscape using mechanics-informed machine learning
  19 Nov 2021 0 repositories listed
• Machine Learning-Based Soft Sensors for Vacuum Distillation Unit
  19 Nov 2021 0 repositories listed
• Machine Learning for Mechanical Ventilation Control (Extended Abstract)
  19 Nov 2021 0 repositories listed
• Explainable predictions of different machine learning algorithms used to predict Early Stage diabetes
  18 Nov 2021 0 repositories listed
• A Data-Centric Behavioral Machine Learning Platform to Reduce Health Inequalities
  17 Nov 2021 0 repositories listed
• Machine Learning Assisted Approach for Security-Constrained Unit Commitment
  17 Nov 2021 0 repositories listed
• Comparative Analysis of Machine Learning Models for Predicting Travel Time
  16 Nov 2021 0 repositories listed
• Covariate Shift in High-Dimensional Random Feature Regression
  16 Nov 2021 0 repositories listed
• Interpretability on clinical analysis from Pattern Disentanglement Insight
  16 Nov 2021 0 repositories listed
• Machine Learning and Ensemble Approach Onto Predicting Heart Disease
  16 Nov 2021 0 repositories listed
• Machine Learning-Assisted Analysis of Small Angle X-ray Scattering
  16 Nov 2021 0 repositories listed
• Machine Learning-Based Assessment of Energy Behavior of RC Shear Walls
  16 Nov 2021 0 repositories listed
• Advantage of Machine Learning over Maximum Likelihood in Limited-Angle Low-Photon X-Ray Tomography
  15 Nov 2021 0 repositories listed
• Machine Learning for CSI Recreation Based on Prior Knowledge
  15 Nov 2021 0 repositories listed
• Machine Learning for Genomic Data
  15 Nov 2021 0 repositories listed
• Public Policymaking for International Agricultural Trade using Association Rules and Ensemble Machine Learning
  15 Nov 2021 0 repositories listed
• SPLDExtraTrees: Robust machine learning approach for predicting kinase inhibitor resistance
  15 Nov 2021 0 repositories listed
• A Machine Learning Approach for Recruitment Prediction in Clinical Trial Design
  14 Nov 2021 0 repositories listed
• A Practical guide on Explainable AI Techniques applied on Biomedical use case applications
  13 Nov 2021 0 repositories listed
• PAMMELA: Policy Administration Methodology using Machine Learning
  13 Nov 2021 0 repositories listed
• Mobility prediction Based on Machine Learning Algorithms
  12 Nov 2021 0 repositories listed
• FairAutoML: Embracing Unfairness Mitigation in AutoML
  11 Nov 2021 0 repositories listed