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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 29 of 101: papers 2,801 to 2,900 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.

• The Silent Problem -- Machine Learning Model Failure -- How to Diagnose and Fix Ailing Machine Learning Models
  21 Apr 2022 0 repositories listed
• A Brief Guide to Designing and Evaluating Human-Centered Interactive Machine Learning
  20 Apr 2022 0 repositories listed
• Assessing Machine Learning Algorithms for Near-Real Time Bus Ridership Prediction During Extreme Weather
  20 Apr 2022 0 repositories listed
• Backdooring Explainable Machine Learning
  20 Apr 2022 0 repositories listed
• Extracting particle size distribution from laser speckle with a physics-enhanced autocorrelation-based estimator (PEACE)
  20 Apr 2022 0 repositories listed
• EXIT: Extrapolation and Interpolation-based Neural Controlled Differential Equations for Time-series Classification and Forecasting
  19 Apr 2022 0 repositories listed
• Exploration of Machine Learning Classification Models Used for Behavioral Biometrics Authentication
  19 Apr 2022 0 repositories listed
• Sampling Strategies for Static Powergrid Models
  19 Apr 2022 0 repositories listed
• Software Engineering Approaches for TinyML based IoT Embedded Vision: A Systematic Literature Review
  19 Apr 2022 0 repositories listed
• AutoMLBench: A Comprehensive Experimental Evaluation of Automated Machine Learning Frameworks
  18 Apr 2022 0 repositories listed
• Empirical Evaluation and Theoretical Analysis for Representation Learning: A Survey
  18 Apr 2022 0 repositories listed
• Table Enrichment System for Machine Learning
  18 Apr 2022 0 repositories listed
• Trinary Tools for Continuously Valued Binary Classifiers
  18 Apr 2022 0 repositories listed
• An interpretable machine learning approach for ferroalloys consumptions
  15 Apr 2022 0 repositories listed
• Simulation of machine learning-based 6G systems in virtual worlds
  15 Apr 2022 0 repositories listed
• Sources of Irreproducibility in Machine Learning: A Review
  15 Apr 2022 0 repositories listed
• Structural Analysis of Branch-and-Cut and the Learnability of Gomory Mixed Integer Cuts
  15 Apr 2022 0 repositories listed
• A Machine Learning Approach to Automatic Classification of Eight Sleep Disorders
  14 Apr 2022 0 repositories listed
• Interpretability of Machine Learning Methods Applied to Neuroimaging
  14 Apr 2022 0 repositories listed
• Planting Undetectable Backdoors in Machine Learning Models
  14 Apr 2022 0 repositories listed
• Using Machine Learning for Particle Identification in ALICE
  14 Apr 2022 0 repositories listed
• A Review of Machine Learning Methods Applied to Structural Dynamics and Vibroacoustic
  13 Apr 2022 0 repositories listed
• Aspirations and Practice of Model Documentation: Moving the Needle with Nudging and Traceability
  13 Apr 2022 0 repositories listed
• Coverage and Capacity Optimization in STAR-RISs Assisted Networks: A Machine Learning Approach
  13 Apr 2022 0 repositories listed
• Joint Coreset Construction and Quantization for Distributed Machine Learning
  13 Apr 2022 0 repositories listed
• Performance Assessment of different Machine Learning Algorithm for Life-Time Prediction of Solder Joints based on Synthetic Data
  13 Apr 2022 0 repositories listed
• Utilizing variational autoencoders in the Bayesian inverse problem of photoacoustic tomography
  13 Apr 2022 0 repositories listed
• Automated Learning of Interpretable Models with Quantified Uncertainty
  12 Apr 2022 0 repositories listed
• Benchmarking Active Learning Strategies for Materials Optimization and Discovery
  12 Apr 2022 0 repositories listed
• Machine learning predictions for local electronic properties of disordered correlated electron systems
  12 Apr 2022 0 repositories listed
• Malware Analysis with Symbolic Execution and Graph Kernel
  12 Apr 2022 0 repositories listed
• Prediction of motor insurance claims occurrence as an imbalanced machine learning problem
  12 Apr 2022 0 repositories listed
• Sentiment Analysis of Political Tweets for Israel using Machine Learning
  12 Apr 2022 0 repositories listed
• Comparison Analysis of Traditional Machine Learning and Deep Learning Techniques for Data and Image Classification
  11 Apr 2022 0 repositories listed
• Rethinking Machine Learning Model Evaluation in Pathology
  11 Apr 2022 0 repositories listed
• SoK: Privacy Preserving Machine Learning using Functional Encryption: Opportunities and Challenges
  11 Apr 2022 0 repositories listed
• The Carbon Footprint of Machine Learning Training Will Plateau, Then Shrink
  11 Apr 2022 0 repositories listed
• Zero-phase angle asteroid taxonomy classification using unsupervised machine learning algorithms
  11 Apr 2022 0 repositories listed
• Multimodal Machine Learning in Precision Health
  10 Apr 2022 0 repositories listed
• Application of machine learning for predicting the spread of COVID-19
  9 Apr 2022 0 repositories listed
• Applying machine learning to predict behavior of bus transport in Warsaw, Poland
  9 Apr 2022 0 repositories listed
• Disability prediction in multiple sclerosis using performance outcome measures and demographic data
  8 Apr 2022 0 repositories listed
• Exploring the Universality of Hadronic Jet Classification
  8 Apr 2022 0 repositories listed
• Machine Learning aided Precise Indoor Positioning
  8 Apr 2022 0 repositories listed
• A Pathology-Based Machine Learning Method to Assist in Epithelial Dysplasia Diagnosis
  7 Apr 2022 0 repositories listed
• Adversarial Machine Learning Attacks Against Video Anomaly Detection Systems
  7 Apr 2022 0 repositories listed
• Energy-Efficient Adaptive Machine Learning on IoT End-Nodes With Class-Dependent Confidence
  7 Apr 2022 0 repositories listed
• Generalised Latent Assimilation in Heterogeneous Reduced Spaces with Machine Learning Surrogate Models
  7 Apr 2022 0 repositories listed
• Security Aspects of Quantum Machine Learning: Opportunities, Threats and Defenses
  7 Apr 2022 0 repositories listed
• CAIPI in Practice: Towards Explainable Interactive Medical Image Classification
  6 Apr 2022 0 repositories listed
• Classification of Buildings' Potential for Seismic Damage by Means of Artificial Intelligence Techniques
  6 Apr 2022 0 repositories listed
• Machine Learning-Based GPS Multipath Detection Method Using Dual Antennas
  6 Apr 2022 0 repositories listed
• A machine learning-based framework for high resolution mapping of PM2.5 in Tehran, Iran, using MAIAC AOD data
  5 Apr 2022 0 repositories listed
• Automatic Image Content Extraction: Operationalizing Machine Learning in Humanistic Photographic Studies of Large Visual Archives
  5 Apr 2022 0 repositories listed
• Comment on "Black Box Prediction Methods in Sports Medicine Deserve a Red Card for Reckless Practice: A Change of Tactics is Needed to Advance Athlete Care"
  5 Apr 2022 0 repositories listed
• Less is More: A Call to Focus on Simpler Models in Genetic Programming for Interpretable Machine Learning
  5 Apr 2022 0 repositories listed
• A Machine Learning and Computer Vision Approach to Geomagnetic Storm Forecasting
  4 Apr 2022 0 repositories listed
• A Comprehensive Survey on Automated Machine Learning for Recommendations
  4 Apr 2022 0 repositories listed
• Do Deep Neural Networks Contribute to Multivariate Time Series Anomaly Detection?
  4 Apr 2022 0 repositories listed
• Experimental quantum adversarial learning with programmable superconducting qubits
  4 Apr 2022 0 repositories listed
• Lifelong Self-Adaptation: Self-Adaptation Meets Lifelong Machine Learning
  4 Apr 2022 0 repositories listed
• Modern Views of Machine Learning for Precision Psychiatry
  4 Apr 2022 0 repositories listed
• Electricity Price Forecasting: The Dawn of Machine Learning
  2 Apr 2022 0 repositories listed
• Forestry digital twin with machine learning in Landsat 7 data
  2 Apr 2022 0 repositories listed
• Intelligence at the Extreme Edge: A Survey on Reformable TinyML
  2 Apr 2022 0 repositories listed
• From Statistical to Causal Learning
  1 Apr 2022 0 repositories listed
• Identifying Exoplanets with Machine Learning Methods: A Preliminary Study
  1 Apr 2022 0 repositories listed
• Physics Informed Shallow Machine Learning for Wind Speed Prediction
  1 Apr 2022 0 repositories listed
• Certified machine learning: A posteriori error estimation for physics-informed neural networks
  31 Mar 2022 0 repositories listed
• Interpretation of Black Box NLP Models: A Survey
  31 Mar 2022 0 repositories listed
• Predicting extreme events from data using deep machine learning: when and where
  31 Mar 2022 0 repositories listed
• rfPhen2Gen: A machine learning based association study of brain imaging phenotypes to genotypes
  31 Mar 2022 0 repositories listed
• Truth Serum: Poisoning Machine Learning Models to Reveal Their Secrets
  31 Mar 2022 0 repositories listed
• When Physics Meets Machine Learning: A Survey of Physics-Informed Machine Learning
  31 Mar 2022 0 repositories listed
• Generating Scientific Articles with Machine Learning
  30 Mar 2022 0 repositories listed
• Physics Community Needs, Tools, and Resources for Machine Learning
  30 Mar 2022 0 repositories listed
• The Weak Supervision Landscape
  30 Mar 2022 0 repositories listed
• Achieving Guidance in Applied Machine Learning through Software Engineering Techniques
  29 Mar 2022 0 repositories listed
• Discovering Governing Equations by Machine Learning implemented with Invariance
  29 Mar 2022 0 repositories listed
• Improving the Learnability of Machine Learning APIs by Semi-Automated API Wrapping
  29 Mar 2022 0 repositories listed
• Multiclass classification using quantum convolutional neural networks with hybrid quantum-classical learning
  29 Mar 2022 0 repositories listed
• Discovering material information using hierarchical Reformer model on financial regulatory filings
  28 Mar 2022 0 repositories listed
• MolGenSurvey: A Systematic Survey in Machine Learning Models for Molecule Design
  28 Mar 2022 0 repositories listed
• Surrogate Assisted Evolutionary Multi-objective Optimisation applied to a Pressure Swing Adsorption system
  28 Mar 2022 0 repositories listed
• A Unified Study of Machine Learning Explanation Evaluation Metrics
  27 Mar 2022 0 repositories listed
• Interpretable Machine Learning Models for Modal Split Prediction in Transportation Systems
  27 Mar 2022 0 repositories listed
• piRank: A Probabilistic Intent Based Ranking Framework for Facebook Search
  27 Mar 2022 0 repositories listed
• Automated Thermal Screening for COVID-19 using Machine Learning
  26 Mar 2022 0 repositories listed
• Quantum continual learning of quantum data realizing knowledge backward transfer
  26 Mar 2022 0 repositories listed
• A Comparative Evaluation of Machine Learning Algorithms for the Prediction of R/C Buildings' Seismic Damage
  25 Mar 2022 0 repositories listed
• Automatic Debiased Machine Learning for Dynamic Treatment Effects and General Nested Functionals
  25 Mar 2022 0 repositories listed
• Flexible development and evaluation of machine-learning-supported optimal control and estimation methods via HILO-MPC
  25 Mar 2022 0 repositories listed
• High Dimensional Quantum Machine Learning With Small Quantum Computers
  25 Mar 2022 0 repositories listed
• Meaningful machine learning models and machine-learned pharmacophores from fragment screening campaigns
  25 Mar 2022 0 repositories listed
• Compositional optimization of quantum circuits for quantum kernels of support vector machines
  25 Mar 2022 0 repositories listed
• Predicting Peak Day and Peak Hour of Electricity Demand with Ensemble Machine Learning
  25 Mar 2022 0 repositories listed
• Learning Spatiotemporal Chaos Using Next-Generation Reservoir Computing
  24 Mar 2022 0 repositories listed
• AI Poincaré 2.0: Machine Learning Conservation Laws from Differential Equations
  23 Mar 2022 0 repositories listed
• Asynchronous Collaborative Learning Across Data Silos
  23 Mar 2022 0 repositories listed
• Lymphocyte Classification in Hyperspectral Images of Ovarian Cancer Tissue Biopsy Samples
  23 Mar 2022 0 repositories listed