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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 36 of 101: papers 3,501 to 3,600 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.

• Mapping illegal waste dumping sites with neural-network classification of satellite imagery
  16 Oct 2021 0 repositories listed
• Performance Analysis of Quantum Machine Learning Classifiers
  16 Oct 2021 0 repositories listed
• A Machine Learning Approach for Delineating Similar Sound Symptoms of Respiratory Conditions on a Smartphone
  15 Oct 2021 0 repositories listed
• A Modern Analysis of Aging Machine Learning Based IoT Cybersecurity Methods
  15 Oct 2021 0 repositories listed
• Continuous Authentication Using Mouse Movements, Machine Learning, and Minecraft
  15 Oct 2021 0 repositories listed
• FedMe: Federated Learning via Model Exchange
  15 Oct 2021 0 repositories listed
• FedSLD: Federated Learning with Shared Label Distribution for Medical Image Classification
  15 Oct 2021 0 repositories listed
• Machine Learning Algorithms In User Authentication Schemes
  15 Oct 2021 0 repositories listed
• Scalable Causal Structure Learning: Scoping Review of Traditional and Deep Learning Algorithms and New Opportunities in Biomedicine
  15 Oct 2021 0 repositories listed
• Streaming Machine Learning and Online Active Learning for Automated Visual Inspection
  15 Oct 2021 0 repositories listed
• Tree-based local explanations of machine learning model predictions, AraucanaXAI
  15 Oct 2021 0 repositories listed
• A Survey of Machine Learning Algorithms for Detecting Ransomware Encryption Activity
  14 Oct 2021 0 repositories listed
• Federated learning and next generation wireless communications: A survey on bidirectional relationship
  14 Oct 2021 0 repositories listed
• Human-robot collaboration and machine learning: a systematic review of recent research
  14 Oct 2021 0 repositories listed
• Interpretable transformed ANOVA approximation on the example of the prevention of forest fires
  14 Oct 2021 0 repositories listed
• Machine Learning, Deep Learning, and Hedonic Methods for Real Estate Price Prediction
  14 Oct 2021 0 repositories listed
• Predicting Solar Flares with Remote Sensing and Machine Learning
  14 Oct 2021 0 repositories listed
• A Framework for Verification of Wasserstein Adversarial Robustness
  13 Oct 2021 0 repositories listed
• AI Total: Analyzing Security ML Models with Imperfect Data in Production
  13 Oct 2021 0 repositories listed
• A Brief Introduction to Automatic Differentiation for Machine Learning
  12 Oct 2021 0 repositories listed
• Demanding and Designing Aligned Cognitive Architectures
  12 Oct 2021 0 repositories listed
• Predicting the Stereoselectivity of Chemical Transformations by Machine Learning
  12 Oct 2021 0 repositories listed
• Sharing FANCI Features: A Privacy Analysis of Feature Extraction for DGA Detection
  12 Oct 2021 0 repositories listed
• Graph-Based Machine Learning Improves Just-in-Time Defect Prediction
  11 Oct 2021 0 repositories listed
• Prediction of Occurrence of Extreme Events using Machine Learning
  11 Oct 2021 0 repositories listed
• Synthesizing Machine Learning Programs with PAC Guarantees via Statistical Sketching
  11 Oct 2021 0 repositories listed
• Algorithmic collusion: A critical review
  10 Oct 2021 0 repositories listed
• Increasing a microscope's effective field of view via overlapped imaging and machine learning
  10 Oct 2021 0 repositories listed
• Modeling of Pan Evaporation Based on the Development of Machine Learning Methods
  10 Oct 2021 0 repositories listed
• Quadratic Multiform Separation: A New Classification Model in Machine Learning
  10 Oct 2021 0 repositories listed
• Towards Robust Representation of Limit Orders Books for Deep Learning Models
  10 Oct 2021 0 repositories listed
• A Review of Physics-based Machine Learning in Civil Engineering
  9 Oct 2021 0 repositories listed
• Anomaly Detection in Beehives: An Algorithm Comparison
  8 Oct 2021 0 repositories listed
• Dyadic double/debiased machine learning for analyzing determinants of free trade agreements
  8 Oct 2021 0 repositories listed
• Machine Learning in Finance-Emerging Trends and Challenges
  8 Oct 2021 0 repositories listed
• Opportunities for Machine Learning to Accelerate Halide Perovskite Commercialization and Scale-Up
  8 Oct 2021 0 repositories listed
• PAC Synthesis of Machine Learning Programs
  8 Oct 2021 0 repositories listed
• Towards Math-Aware Automated Classification and Similarity Search of Scientific Publications: Methods of Mathematical Content Representations
  8 Oct 2021 0 repositories listed
• A composable autoencoder-based iterative algorithm for accelerating numerical simulations
  7 Oct 2021 0 repositories listed
• Detecting Autism Spectrum Disorders with Machine Learning Models Using Speech Transcripts
  7 Oct 2021 0 repositories listed
• Predicting Chemical Hazard across Taxa through Machine Learning
  7 Oct 2021 0 repositories listed
• Ship Performance Monitoring using Machine-learning
  7 Oct 2021 0 repositories listed
• Tile Embedding: A General Representation for Procedural Level Generation via Machine Learning
  7 Oct 2021 0 repositories listed
• Data-Centric AI Requires Rethinking Data Notion
  6 Oct 2021 0 repositories listed
• Machine Learning Practices Outside Big Tech: How Resource Constraints Challenge Responsible Development
  6 Oct 2021 0 repositories listed
• On the Privacy Risks of Deploying Recurrent Neural Networks in Machine Learning Models
  6 Oct 2021 0 repositories listed
• Post-hoc Models for Performance Estimation of Machine Learning Inference
  6 Oct 2021 0 repositories listed
• Scaling Up Machine Learning For Quantum Field Theory with Equivariant Continuous Flows
  6 Oct 2021 0 repositories listed
• Applying Machine Learning to Study Fluid Mechanics
  5 Oct 2021 0 repositories listed
• A Systematic Survey of Blockchained Federated Learning
  5 Oct 2021 0 repositories listed
• Predicting Credit Risk for Unsecured Lending: A Machine Learning Approach
  5 Oct 2021 0 repositories listed
• Quantum Semi-Supervised Learning with Quantum Supremacy
  5 Oct 2021 0 repositories listed
• Causal Explanations of Structural Causal Models
  5 Oct 2021 0 repositories listed
• Enhancing Computational Fluid Dynamics with Machine Learning
  5 Oct 2021 0 repositories listed
• Automating Privilege Escalation with Deep Reinforcement Learning
  4 Oct 2021 0 repositories listed
• Differentiable Spline Approximations
  4 Oct 2021 0 repositories listed
• Scaling Graph-based Deep Learning models to larger networks
  4 Oct 2021 0 repositories listed
• Stochastic tensor space feature theory with applications to robust machine learning
  4 Oct 2021 0 repositories listed
• Evaluating Deep Learning Models and Adversarial Attacks on Accelerometer-Based Gesture Authentication
  3 Oct 2021 0 repositories listed
• RASL: Relational Algebra in Scikit-Learn Pipelines
  3 Oct 2021 0 repositories listed
• Implementation of MPPT Technique of Solar Module with Supervised Machine Learning
  2 Oct 2021 0 repositories listed
• Induction, Popper, and machine learning
  2 Oct 2021 0 repositories listed
• A systematic evaluation of methods for cell phenotype classification using single-cell RNA sequencing data
  1 Oct 2021 0 repositories listed
• An Ensemble-based Multi-Criteria Decision Making Method for COVID-19 Cough Classification
  1 Oct 2021 0 repositories listed
• Contraction-Based Methods for Stable Identification and Robust Machine Learning: a Tutorial
  1 Oct 2021 0 repositories listed
• Discovering Boundary Values of Feature-based Machine Learning Classifiers through Exploratory Datamorphic Testing
  1 Oct 2021 0 repositories listed
• DRP-VEM: Drug repositioning prediction using voting ensemble
  1 Oct 2021 0 repositories listed
• Machine learning models for prediction of droplet collision outcomes
  1 Oct 2021 0 repositories listed
• Multi-Agent Algorithmic Recourse
  1 Oct 2021 0 repositories listed
• On the complexity of the optimal transport problem with graph-structured cost
  1 Oct 2021 0 repositories listed
• State-Space Models Win the IEEE DataPort Competition on Post-covid Day-ahead Electricity Load Forecasting
  1 Oct 2021 0 repositories listed
• Under the Microscope: Interpreting Readability Assessment Models for Filipino
  1 Oct 2021 0 repositories listed
• From Zero-Shot Machine Learning to Zero-Day Attack Detection
  30 Sep 2021 0 repositories listed
• Mulberry Leaf Yield Prediction Using Machine Learning Techniques
  30 Sep 2021 0 repositories listed
• Prediction of IPL Match Outcome Using Machine Learning Techniques
  30 Sep 2021 0 repositories listed
• Two ways towards combining Sequential Neural Network and Statistical Methods to Improve the Prediction of Time Series
  30 Sep 2021 0 repositories listed
• Adversarial Fairness Network
  29 Sep 2021 0 repositories listed
• AutoML to generate ensembles of deep neural networks
  29 Sep 2021 0 repositories listed
• AutoOED: Automated Optimal Experimental Design Platform with Data- and Time-Efficient Multi-Objective Optimization
  29 Sep 2021 0 repositories listed
• Back in Black: A Comparative Evaluation of Recent State-Of-The-Art Black-Box Attacks
  29 Sep 2021 0 repositories listed
• Benchmarking Algorithms from Machine Learning for Low-Budget Black-Box Optimization
  29 Sep 2021 0 repositories listed
• Benchmarking Machine Learning Robustness in Covid-19 Spike Sequence Classification
  29 Sep 2021 0 repositories listed
• CARD: Certifiably Robust Machine Learning Pipeline via Domain Knowledge Integration
  29 Sep 2021 0 repositories listed
• Dataset transformations trade-offs to adapt machine learning methods across domains
  29 Sep 2021 0 repositories listed
• Designing Complex Experiments by Applying Unsupervised Machine Learning
  29 Sep 2021 0 repositories listed
• Development of an autism screening classification model for toddlers
  29 Sep 2021 0 repositories listed
• Differentiable Hyper-parameter Optimization
  29 Sep 2021 0 repositories listed
• Evolutionary perspective on model fine-tuning
  29 Sep 2021 0 repositories listed
• Fairness-Driven Private Collaborative Machine Learning
  29 Sep 2021 0 repositories listed
• How Did the Model Change? Efficiently Assessing Machine Learning API Shifts
  29 Sep 2021 0 repositories listed
• Machine Learning Applications in Forecasting of COVID-19 Based on Patients' Individual Symptoms
  29 Sep 2021 0 repositories listed
• (Machine) Learning to Improve the Empirical Performance of Discrete Algorithms
  29 Sep 2021 0 repositories listed
• NASPY: Automated Extraction of Automated Machine Learning Models
  29 Sep 2021 0 repositories listed
• Privacy Auditing of Machine Learning using Membership Inference Attacks
  29 Sep 2021 0 repositories listed
• QUERY-EFFICIENT DECISION-BASED SPARSE ATTACKS AGAINST BLACK-BOX MACHINE LEARNING MODELS
  29 Sep 2021 0 repositories listed
• Sample Complexity of Deep Active Learning
  29 Sep 2021 0 repositories listed
• Short optimization paths lead to good generalization
  29 Sep 2021 0 repositories listed
• Toward Faithful Case-based Reasoning through Learning Prototypes in a Nearest Neighbor-friendly Space.
  29 Sep 2021 0 repositories listed
• An Automated Data Engineering Pipeline for Anomaly Detection of IoT Sensor Data
  28 Sep 2021 0 repositories listed
• Guidelines for the Computational Testing of Machine Learning approaches to Vehicle Routing Problems
  28 Sep 2021 0 repositories listed