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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 42 of 101: papers 4,101 to 4,200 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.

• A Study imbalance handling by various data sampling methods in binary classification
  23 May 2021 0 repositories listed
• Digital-Twin-Based Improvements to Diagnosis, Prognosis, Strategy Assessment, and Discrepancy Checking in a Nearly Autonomous Management and Control System
  23 May 2021 0 repositories listed
• Financial Time Series Analysis and Forecasting with HHT Feature Generation and Machine Learning
  23 May 2021 0 repositories listed
• Machine Learning Regression based Single Event Transient Modeling Method for Circuit-Level Simulation
  22 May 2021 0 repositories listed
• Automation for Interpretable Machine Learning Through a Comparison of Loss Functions to Regularisers
  21 May 2021 0 repositories listed
• Error Bounds of the Invariant Statistics in Machine Learning of Ergodic Itô Diffusions
  21 May 2021 0 repositories listed
• Explainable Machine Learning with Prior Knowledge: An Overview
  21 May 2021 0 repositories listed
• ML Agent Safety Mechanisms based on Counterfactual Planning
  21 May 2021 0 repositories listed
• Nonsmooth Implicit Differentiation for Machine-Learning and Optimization
  21 May 2021 0 repositories listed
• Yes We Care! -- Certification for Machine Learning Methods through the Care Label Framework
  21 May 2021 0 repositories listed
• An Exact Poly-Time Membership-Queries Algorithm for Extraction a three-Layer ReLU Network
  20 May 2021 0 repositories listed
• Bandit Limited Discrepancy Search and Application to Machine Learning Pipeline Optimization
  20 May 2021 0 repositories listed
• Ensemble machine learning approach for screening of coronary heart disease based on echocardiography and risk factors
  20 May 2021 0 repositories listed
• Fed-EINI: An Efficient and Interpretable Inference Framework for Decision Tree Ensembles in Federated Learning
  20 May 2021 0 repositories listed
• Model Compression
  20 May 2021 0 repositories listed
• A Knowledge Graph-Enhanced Tensor Factorisation Model for Discovering Drug Targets
  20 May 2021 0 repositories listed
• Replacing the Ex-Def Baseline in AutoML by Naive AutoML
  20 May 2021 0 repositories listed
• Sequential Automated Machine Learning: Bandits-driven Exploration using a Collaborative Filtering Representation
  20 May 2021 0 repositories listed
• Towards Explaining Hyperparameter Optimization via Partial Dependence Plots
  20 May 2021 0 repositories listed
• AI-Decision Support System Interface Using Cancer Related Data for Lung Cancer Prognosis
  19 May 2021 0 repositories listed
• Analyzing Machine Learning Approaches for Online Malware Detection in Cloud
  19 May 2021 0 repositories listed
• Using Machine Learning Techniques to Identify Key Risk Factors for Diabetes and Undiagnosed Diabetes
  19 May 2021 0 repositories listed
• Deep learning for solution and inversion of structural mechanics and vibrations
  18 May 2021 0 repositories listed
• Machine Learning in weakly nonlinear systems: A Case study on Significant wave heights
  18 May 2021 0 repositories listed
• Optimal radial basis for density-based atomic representations
  18 May 2021 0 repositories listed
• Automated Biodesign Engineering by Abductive Meta-Interpretive Learning
  17 May 2021 0 repositories listed
• Classifying variety of customer's online engagement for churn prediction with mixed-penalty logistic regression
  17 May 2021 0 repositories listed
• Comparison of machine learning and deep learning techniques in promoter prediction across diverse species
  17 May 2021 0 repositories listed
• Survival prediction of head and neck squamous cell carcinoma using machine learning models
  16 May 2021 0 repositories listed
• An even-load-distribution design for composite bolted joints using a novel circuit model and artificial neural networks
  15 May 2021 0 repositories listed
• Cybersecurity Anomaly Detection in Adversarial Environments
  14 May 2021 0 repositories listed
• Profitable Strategy Design for Trades on Cryptocurrency Markets with Machine Learning Techniques
  14 May 2021 0 repositories listed
• How to effectively use machine learning models to predict the solutions for optimization problems: lessons from loss function
  14 May 2021 0 repositories listed
• Long Short-term Memory RNN
  14 May 2021 0 repositories listed
• Post-processing Multi-Model Medium-Term Precipitation Forecasts Using Convolutional Neural Networks
  14 May 2021 0 repositories listed
• Sparsity-Probe: Analysis tool for Deep Learning Models
  14 May 2021 0 repositories listed
• An Interpretable Graph-based Mapping of Trustworthy Machine Learning Research
  13 May 2021 0 repositories listed
• Explainable Machine Learning for Fraud Detection
  13 May 2021 0 repositories listed
• Feature Interactions on Steroids: On the Composition of ML Models
  13 May 2021 0 repositories listed
• Leveraging Non-uniformity in First-order Non-convex Optimization
  13 May 2021 0 repositories listed
• Machine-learning-based investigation on classifying binary and multiclass behavior outcomes of children with PIMD/SMID
  13 May 2021 0 repositories listed
• Online Algorithms and Policies Using Adaptive and Machine Learning Approaches
  13 May 2021 0 repositories listed
• Providing Assurance and Scrutability on Shared Data and Machine Learning Models with Verifiable Credentials
  13 May 2021 0 repositories listed
• A Survey on Reinforcement Learning-Aided Caching in Mobile Edge Networks
  12 May 2021 0 repositories listed
• An Open-Source Tool for Classification Models in Resource-Constrained Hardware
  12 May 2021 0 repositories listed
• Automating Data Science: Prospects and Challenges
  12 May 2021 0 repositories listed
• Machine learning moment closure models for the radiative transfer equation I: directly learning a gradient based closure
  12 May 2021 0 repositories listed
• Structural risk minimization for quantum linear classifiers
  12 May 2021 0 repositories listed
• The Power of the Weisfeiler-Leman Algorithm for Machine Learning with Graphs
  12 May 2021 0 repositories listed
• Applications of Deep Learning Techniques for Automated Multiple Sclerosis Detection Using Magnetic Resonance Imaging: A Review
  11 May 2021 0 repositories listed
• Comparing interpretability and explainability for feature selection
  11 May 2021 0 repositories listed
• Performance Comparison of Different Machine Learning Algorithms on the Prediction of Wind Turbine Power Generation
  11 May 2021 0 repositories listed
• Lightweight Distributed Gaussian Process Regression for Online Machine Learning
  11 May 2021 0 repositories listed
• Causal Inference in medicine and in health policy, a summary
  10 May 2021 0 repositories listed
• Boltzmann machines as two-dimensional tensor networks
  10 May 2021 0 repositories listed
• Budget-Constrained Coalition Strategies with Discounting
  10 May 2021 0 repositories listed
• Generative Adversarial Networks (GANs) in Networking: A Comprehensive Survey & Evaluation
  10 May 2021 0 repositories listed
• Bounding Information Leakage in Machine Learning
  9 May 2021 0 repositories listed
• Fish Disease Detection Using Image Based Machine Learning Technique in Aquaculture
  9 May 2021 0 repositories listed
• Machine Learning (ML)-Centric Resource Management in Cloud Computing: A Review and Future Directions
  9 May 2021 0 repositories listed
• Security Concerns on Machine Learning Solutions for 6G Networks in mmWave Beam Prediction
  9 May 2021 0 repositories listed
• Chameleon: A Semi-AutoML framework targeting quick and scalable development and deployment of production-ready ML systems for SMEs
  8 May 2021 0 repositories listed
• In-Hardware Learning of Multilayer Spiking Neural Networks on a Neuromorphic Processor
  8 May 2021 0 repositories listed
• Interpretable Mixture Density Estimation by use of Differentiable Tree-module
  8 May 2021 0 repositories listed
• Mental Models of Adversarial Machine Learning
  8 May 2021 0 repositories listed
• PIM-DRAM: Accelerating Machine Learning Workloads using Processing in Commodity DRAM
  8 May 2021 0 repositories listed
• Quantum Machine Learning For Classical Data
  8 May 2021 0 repositories listed
• A Hybrid Architecture for Federated and Centralized Learning
  7 May 2021 0 repositories listed
• A Survey of Applied Machine Learning Techniques for Optical OFDM based Networks
  7 May 2021 0 repositories listed
• The future of human-AI collaboration: a taxonomy of design knowledge for hybrid intelligence systems
  7 May 2021 0 repositories listed
• Weather impact on daily cases of COVID-19 in Saudi Arabia using machine learning
  7 May 2021 0 repositories listed
• Dataset Bias in the Natural Sciences: A Case Study in Chemical Reaction Prediction and Synthesis Design
  6 May 2021 0 repositories listed
• Explainable Autonomous Robots: A Survey and Perspective
  6 May 2021 0 repositories listed
• Partially Interpretable Estimators (PIE): Black-Box-Refined Interpretable Machine Learning
  6 May 2021 0 repositories listed
• Dynamic Reliability Management in Neuromorphic Computing
  5 May 2021 0 repositories listed
• Numerical Gaussian process Kalman filtering for spatiotemporal systems
  5 May 2021 0 repositories listed
• A Finer Calibration Analysis for Adversarial Robustness
  4 May 2021 0 repositories listed
• A Review on Oracle Issues in Machine Learning
  4 May 2021 0 repositories listed
• An Overview of Laser Injection against Embedded Neural Network Models
  4 May 2021 0 repositories listed
• Business analytics meets artificial intelligence: Assessing the demand effects of discounts on Swiss train tickets
  4 May 2021 0 repositories listed
• Winter wheat yield prediction using convolutional neural networks from environmental and phenological data
  4 May 2021 0 repositories listed
• Enhancing Generalizability of Predictive Models with Synergy of Data and Physics
  4 May 2021 0 repositories listed
• Stochastic gradient descent with noise of machine learning type. Part I: Discrete time analysis
  4 May 2021 0 repositories listed
• The Synergy of Complex Event Processing and Tiny Machine Learning in Industrial IoT
  4 May 2021 0 repositories listed
• Graph Learning: A Survey
  3 May 2021 0 repositories listed
• Learning by Design: Structuring and Documenting the Human Choices in Machine Learning Development
  3 May 2021 0 repositories listed
• Machine Learning Applications for Therapeutic Tasks with Genomics Data
  3 May 2021 0 repositories listed
• Quality Assurance Challenges for Machine Learning Software Applications During Software Development Life Cycle Phases
  3 May 2021 0 repositories listed
• Spectral Machine Learning for Pancreatic Mass Imaging Classification
  3 May 2021 0 repositories listed
• Adapting CRISP-DM for Idea Mining: A Data Mining Process for Generating Ideas Using a Textual Dataset
  2 May 2021 0 repositories listed
• AirMixML: Over-the-Air Data Mixup for Inherently Privacy-Preserving Edge Machine Learning
  2 May 2021 0 repositories listed
• Analysis of Machine Learning Approaches to Packing Detection
  2 May 2021 0 repositories listed
• DRIVE: Machine Learning to Identify Drivers of Cancer with High-Dimensional Genomic Data & Imputed Labels
  2 May 2021 0 repositories listed
• Who's Afraid of Adversarial Transferability?
  2 May 2021 0 repositories listed
• A Deep Learning Framework for Lifelong Machine Learning
  1 May 2021 0 repositories listed
• Combating small molecule aggregation with machine learning
  1 May 2021 0 repositories listed
• Detecting bid-rigging coalitions in different countries and auction formats
  1 May 2021 0 repositories listed
• Machine Learning-based Reconfigurable Intelligent Surface-aided MIMO Systems
  1 May 2021 0 repositories listed
• Online Fashion Commerce: Modelling Customer Promise Date
  1 May 2021 0 repositories listed
• Privacy and Integrity Preserving Training Using Trusted Hardware
  1 May 2021 0 repositories listed