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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 44 of 101: papers 4,301 to 4,400 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.

• Nanosecond machine learning event classification with boosted decision trees in FPGA for high energy physics
  7 Apr 2021 0 repositories listed
• On-device Federated Learning with Flower
  7 Apr 2021 0 repositories listed
• Plinius: Secure and Persistent Machine Learning Model Training
  7 Apr 2021 0 repositories listed
• The Effect of Sport in Online Dating: Evidence from Causal Machine Learning
  7 Apr 2021 0 repositories listed
• A novel activity pattern generation incorporating deep learning for transport demand models
  6 Apr 2021 0 repositories listed
• A Review of Formal Methods applied to Machine Learning
  6 Apr 2021 0 repositories listed
• Creativity and Machine Learning: A Survey
  6 Apr 2021 0 repositories listed
• Dopamine Transporter SPECT Image Classification for Neurodegenerative Parkinsonism via Diffusion Maps and Machine Learning Classifiers
  6 Apr 2021 0 repositories listed
• IoT Security: Botnet detection in IoT using Machine learning
  6 Apr 2021 0 repositories listed
• Machine Learning-Driven Virtual Bidding with Electricity Market Efficiency Analysis
  6 Apr 2021 0 repositories listed
• End-To-End Bias Mitigation: Removing Gender Bias in Deep Learning
  6 Apr 2021 0 repositories listed
• Structured Citation Trend Prediction Using Graph Neural Networks
  6 Apr 2021 0 repositories listed
• Towards a Rigorous Evaluation of Explainability for Multivariate Time Series
  6 Apr 2021 0 repositories listed
• DataOps for Societal Intelligence: a Data Pipeline for Labor Market Skills Extraction and Matching
  5 Apr 2021 0 repositories listed
• Financial Markets Prediction with Deep Learning
  5 Apr 2021 0 repositories listed
• Machine Learning Applications in the Routing in Computer Networks
  5 Apr 2021 0 repositories listed
• Optimal Sampling Gaps for Adaptive Submodular Maximization
  5 Apr 2021 0 repositories listed
• Performance Evaluation of Machine Learning Techniques for DoS Detection in Wireless Sensor Network
  5 Apr 2021 0 repositories listed
• Predicting Mergers and Acquisitions using Graph-based Deep Learning
  5 Apr 2021 0 repositories listed
• Revisiting Rashomon: A Comment on "The Two Cultures"
  5 Apr 2021 0 repositories listed
• Principal Component Analysis Applied to Gradient Fields in Band Gap Optimization Problems for Metamaterials
  4 Apr 2021 0 repositories listed
• Understanding Continual Learning Settings with Data Distribution Drift Analysis
  4 Apr 2021 0 repositories listed
• COHORTNEY: Non-Parametric Clustering of Event Sequences
  3 Apr 2021 0 repositories listed
• Generation of Gradient-Preserving Images allowing HOG Feature Extraction
  3 Apr 2021 0 repositories listed
• SetConv: A New Approach for Learning from Imbalanced Data
  3 Apr 2021 0 repositories listed
• A Comparative Analysis of Machine Learning and Grey Models
  2 Apr 2021 0 repositories listed
• Assessment of machine learning methods for state-to-state approaches
  2 Apr 2021 0 repositories listed
• Learning Description Logic Ontologies. Five Approaches. Where Do They Stand?
  2 Apr 2021 0 repositories listed
• COVID-19 Detection in Cough, Breath and Speech using Deep Transfer Learning and Bottleneck Features
  2 Apr 2021 0 repositories listed
• Using GPT-2 to Create Synthetic Data to Improve the Prediction Performance of NLP Machine Learning Classification Models
  2 Apr 2021 0 repositories listed
• Country-level Arabic Dialect Identification Using Small Datasets with Integrated Machine Learning Techniques and Deep Learning Models
  1 Apr 2021 0 repositories listed
• Drug Discovery Approaches using Quantum Machine Learning
  1 Apr 2021 0 repositories listed
• Forum 4.0: An Open-Source User Comment Analysis Framework
  1 Apr 2021 0 repositories listed
• GCDH@LT-EDI-EACL2021: XLM-RoBERTa for Hope Speech Detection in English, Malayalam, and Tamil
  1 Apr 2021 0 repositories listed
• Learning Rates for Multi-task Regularization Networks
  1 Apr 2021 0 repositories listed
• Machine Learning Applications to Kronian Magnetospheric Reconnection Classification
  1 Apr 2021 0 repositories listed
• Machine Learning-Based Approach for Arabic Dialect Identification
  1 Apr 2021 0 repositories listed
• Machine Learning-Based Model for Sentiment and Sarcasm Detection
  1 Apr 2021 0 repositories listed
• Radar Human Motion Classification Using Multi-Antenna System
  1 Apr 2021 0 repositories listed
• Reservoir-Based Distributed Machine Learning for Edge Operation
  1 Apr 2021 0 repositories listed
• Sentiment Analysis of Dravidian Code Mixed Data
  1 Apr 2021 0 repositories listed
• SSNCSE_NLP@DravidianLangTech-EACL2021: Meme classification for Tamil using machine learning approach
  1 Apr 2021 0 repositories listed
• Domain-specific MT for Low-resource Languages: The case of Bambara-French
  31 Mar 2021 0 repositories listed
• Federated Learning: A Signal Processing Perspective
  31 Mar 2021 0 repositories listed
• Imagine All the People: Citizen Science, Artificial Intelligence, and Computational Research
  31 Mar 2021 0 repositories listed
• Misinformation detection in Luganda-English code-mixed social media text
  31 Mar 2021 0 repositories listed
• Perun: Secure Multi-Stakeholder Machine Learning Framework with GPU Support
  31 Mar 2021 0 repositories listed
• QUEST: Queue Simulation for Content Moderation at Scale
  31 Mar 2021 0 repositories listed
• Symmetric and antisymmetric kernels for machine learning problems in quantum physics and chemistry
  31 Mar 2021 0 repositories listed
• Trusted Artificial Intelligence: Towards Certification of Machine Learning Applications
  31 Mar 2021 0 repositories listed
• Why is AI hard and Physics simple?
  31 Mar 2021 0 repositories listed
• Binarized Neural Networks for Resource-Constrained On-Device Gait Identification
  30 Mar 2021 0 repositories listed
• Deep Learning and Machine Vision for Food Processing: A Survey
  30 Mar 2021 0 repositories listed
• Early Detection of In-Memory Malicious Activity based on Run-time Environmental Features
  30 Mar 2021 0 repositories listed
• End-to-End Constrained Optimization Learning: A Survey
  30 Mar 2021 0 repositories listed
• Human Activity Analysis and Recognition from Smartphones using Machine Learning Techniques
  30 Mar 2021 0 repositories listed
• Machine learning method for light field refocusing
  30 Mar 2021 0 repositories listed
• Production Machine Learning Pipelines: Empirical Analysis and Optimization Opportunities
  30 Mar 2021 0 repositories listed
• Single Test Image-Based Automated Machine Learning System for Distinguishing between Trait and Diseased Blood Samples
  30 Mar 2021 0 repositories listed
• Text Classification Using Hybrid Machine Learning Algorithms on Big Data
  30 Mar 2021 0 repositories listed
• Theory-Guided Machine Learning for Process Simulation of Advanced Composites
  30 Mar 2021 0 repositories listed
• Towards Active Learning Based Smart Assistant for Manufacturing
  30 Mar 2021 0 repositories listed
• Automating Defense Against Adversarial Attacks: Discovery of Vulnerabilities and Application of Multi-INT Imagery to Protect Deployed Models
  29 Mar 2021 0 repositories listed
• Guidance Mechanism for Flexible Wing Aircraft Using Measurement-Interfaced Machine Learning Platform
  29 Mar 2021 0 repositories listed
• Machine learning based digital twin for stochastic nonlinear multi-degree of freedom dynamical system
  29 Mar 2021 0 repositories listed
• Supporting verification of news articles with automated search for semantically similar articles
  29 Mar 2021 0 repositories listed
• CyberLearning: Effectiveness Analysis of Machine Learning Security Modeling to Detect Cyber-Anomalies and Multi-Attacks
  28 Mar 2021 0 repositories listed
• Explaining Representation by Mutual Information
  28 Mar 2021 0 repositories listed
• Face Recognition as a Method of Authentication in a Web-Based System
  28 Mar 2021 0 repositories listed
• KNN, An Underestimated Model for Regional Rainfall Forecasting
  28 Mar 2021 0 repositories listed
• HateBR: A Large Expert Annotated Corpus of Brazilian Instagram Comments for Offensive Language and Hate Speech Detection
  27 Mar 2021 0 repositories listed
• Machine Learning Meets Natural Language Processing -- The story so far
  27 Mar 2021 0 repositories listed
• Towards Tool-Support for Interactive-Machine Learning Applications in the Android Ecosystem
  27 Mar 2021 0 repositories listed
• Embedding Power Flow into Machine Learning for Parameter and State Estimation
  26 Mar 2021 0 repositories listed
• Predicting Demand for Air Taxi Urban Aviation Services using Machine Learning Algorithms
  26 Mar 2021 0 repositories listed
• Randomization-based Machine Learning in Renewable Energy Prediction Problems: Critical Literature Review, New Results and Perspectives
  26 Mar 2021 0 repositories listed
• Autism Spectrum Disorder Screening Using Discriminative Brain Sub-Networks: An Entropic Approach
  25 Mar 2021 0 repositories listed
• Characterizing and Detecting Mismatch in Machine-Learning-Enabled Systems
  25 Mar 2021 0 repositories listed
• Classification of Pneumonia and Tuberculosis from Chest X-rays
  25 Mar 2021 0 repositories listed
• Engineering an Intelligent Essay Scoring and Feedback System: An Experience Report
  25 Mar 2021 0 repositories listed
• Exploiting Class Similarity for Machine Learning with Confidence Labels and Projective Loss Functions
  25 Mar 2021 0 repositories listed
• Structured Deep Kernel Networks for Data-Driven Closure Terms of Turbulent Flows
  25 Mar 2021 0 repositories listed
• CNN vs ELM for Image-Based Malware Classification
  24 Mar 2021 0 repositories listed
• Drug Recommendation System based on Sentiment Analysis of Drug Reviews using Machine Learning
  24 Mar 2021 0 repositories listed
• Intraday trading strategy based on time series and machine learning for Chinese stock market
  24 Mar 2021 0 repositories listed
• Machine Learning-based Automatic Graphene Detection with Color Correction for Optical Microscope Images
  24 Mar 2021 0 repositories listed
• Towards a General Framework to Embed Advanced Machine Learning in Process Control Systems
  24 Mar 2021 0 repositories listed
• Quantum Mechanics and Machine Learning Synergies: Graph Attention Neural Networks to Predict Chemical Reactivity
  24 Mar 2021 0 repositories listed
• Why Do Local Methods Solve Nonconvex Problems?
  24 Mar 2021 0 repositories listed
• IAIA-BL: A Case-based Interpretable Deep Learning Model for Classification of Mass Lesions in Digital Mammography
  23 Mar 2021 0 repositories listed
• Volume-Centred Range Bars: Novel Interpretable Representation of Financial Markets Designed for Machine Learning Applications
  23 Mar 2021 0 repositories listed
• Out-of-Distribution Detection of Melanoma using Normalizing Flows
  23 Mar 2021 0 repositories listed
• PAC-Bayesian theory for stochastic LTI systems
  23 Mar 2021 0 repositories listed
• Reframing demand forecasting: a two-fold approach for lumpy and intermittent demand
  23 Mar 2021 0 repositories listed
• ExAD: An Ensemble Approach for Explanation-based Adversarial Detection
  22 Mar 2021 0 repositories listed
• Federated Quantum Machine Learning
  22 Mar 2021 0 repositories listed
• Hardware Acceleration of Explainable Machine Learning using Tensor Processing Units
  22 Mar 2021 0 repositories listed
• Robust Orthogonal Machine Learning of Treatment Effects
  22 Mar 2021 0 repositories listed
• Integrating Electrochemical Modeling with Machine Learning for Lithium-Ion Batteries
  22 Mar 2021 0 repositories listed
• Machine Learning Emulation of 3D Cloud Radiative Effects
  22 Mar 2021 0 repositories listed