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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 54 of 101: papers 5,301 to 5,400 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.

• Fairness in Machine Learning: A Survey
  4 Oct 2020 0 repositories listed
• Machine Learning for Gas and Oil Exploration
  4 Oct 2020 0 repositories listed
• The FaceChannelS: Strike of the Sequences for the AffWild 2 Challenge
  4 Oct 2020 0 repositories listed
• Decoy Selection for Protein Structure Prediction Via Extreme Gradient Boosting and Ranking
  3 Oct 2020 0 repositories listed
• An Evaluation of Classification Methods for 3D Printing Time-Series Data
  2 Oct 2020 0 repositories listed
• Deep Convolutional Transform Learning -- Extended version
  2 Oct 2020 0 repositories listed
• Evaluating Progress on Machine Learning for Longitudinal Electronic Healthcare Data
  2 Oct 2020 0 repositories listed
• Explainable Online Validation of Machine Learning Models for Practical Applications
  2 Oct 2020 0 repositories listed
• Incorporating Machine Learning to Evaluate Solutions to the University Course Timetabling Problem
  2 Oct 2020 0 repositories listed
• Machine-learning-enhanced time-of-flight mass spectrometry analysis
  2 Oct 2020 0 repositories listed
• Machine-Learning the Sato--Tate Conjecture
  2 Oct 2020 0 repositories listed
• Nonsmoothness in Machine Learning: specific structure, proximal identification, and applications
  2 Oct 2020 0 repositories listed
• Variance-Reduced Methods for Machine Learning
  2 Oct 2020 0 repositories listed
• A Machine Learning Framework for Computing the Most Probable Paths of Stochastic Dynamical Systems
  1 Oct 2020 0 repositories listed
• A machine learning framework for LES closure terms
  1 Oct 2020 0 repositories listed
• A Multi-modal Machine Learning Approach and Toolkit to Automate Recognition of Early Stages of Dementia among British Sign Language Users
  1 Oct 2020 0 repositories listed
• Classifying Songs with EEG
  1 Oct 2020 0 repositories listed
• Machine learning on Crays to optimise petrophysical workflows in oil and gas exploration
  1 Oct 2020 0 repositories listed
• Machine learning with persistent homology and chemical word embeddings improves prediction accuracy and interpretability in metal-organic frameworks
  1 Oct 2020 0 repositories listed
• The RFML Ecosystem: A Look at the Unique Challenges of Applying Deep Learning to Radio Frequency Applications
  1 Oct 2020 0 repositories listed
• TrueImage: A Machine Learning Algorithm to Improve the Quality of Telehealth Photos
  1 Oct 2020 0 repositories listed
• When will the mist clear? On the Interpretability of Machine Learning for Medical Applications: a survey
  1 Oct 2020 0 repositories listed
• A study on using image based machine learning methods to develop the surrogate models of stamp forming simulations
  30 Sep 2020 0 repositories listed
• Adding machine learning within Hamiltonians: Renormalization group transformations, symmetry breaking and restoration
  30 Sep 2020 0 repositories listed
• Detecting Autism Spectrum Disorder using Machine Learning
  30 Sep 2020 0 repositories listed
• Evaluation of company investment value based on machine learning
  30 Sep 2020 0 repositories listed
• Machine Learning in Airline Crew Pairing to Construct Initial Clusters for Dynamic Constraint Aggregation
  30 Sep 2020 0 repositories listed
• Metrics for Benchmarking and Uncertainty Quantification: Quality, Applicability, and a Path to Best Practices for Machine Learning in Chemistry
  30 Sep 2020 0 repositories listed
• Towards Improved Model Design for Authorship Identification: A Survey on Writing Style Understanding
  30 Sep 2020 0 repositories listed
• Using Machine Learning to Augment Coarse-Grid Computational Fluid Dynamics Simulations
  30 Sep 2020 0 repositories listed
• Workflow Provenance in the Lifecycle of Scientific Machine Learning
  30 Sep 2020 0 repositories listed
• A Comprehensive Survey of Machine Learning Applied to Radar Signal Processing
  29 Sep 2020 0 repositories listed
• Machine-Learning Approach to Analyze the Status of Forklift Vehicles with Irregular Movement in a Shipyard
  29 Sep 2020 0 repositories listed
• Machine Learning for Semi-Automated Meteorite Recovery
  29 Sep 2020 0 repositories listed
• A Machine Learning-based Approach to Detect Threats in Bio-Cyber DNA Storage Systems
  28 Sep 2020 0 repositories listed
• ECGDetect: Detecting Ischemia via Deep Learning
  28 Sep 2020 0 repositories listed
• Loosely Coupled Federated Learning Over Generative Models
  28 Sep 2020 0 repositories listed
• Experimental Design for Overparameterized Learning with Application to Single Shot Deep Active Learning
  27 Sep 2020 0 repositories listed
• Machine Learning for Searching the Dark Energy Survey for Trans-Neptunian Objects
  27 Sep 2020 0 repositories listed
• Machine Learning in Event-Triggered Control: Recent Advances and Open Issues
  27 Sep 2020 0 repositories listed
• Measure Utility, Gain Trust: Practical Advice for XAI Researcher
  27 Sep 2020 0 repositories listed
• A Review of Complex Systems Approaches to Cancer Networks
  26 Sep 2020 0 repositories listed
• Cross-individual Recognition of Emotions by a Dynamic Entropy based on Pattern Learning with EEG features
  26 Sep 2020 0 repositories listed
• Machine Learning Algorithms for Active Monitoring of High Performance Computing as a Service (HPCaaS) Cloud Environments
  26 Sep 2020 0 repositories listed
• Physics-Guided Recurrent Graph Networks for Predicting Flow and Temperature in River Networks
  26 Sep 2020 0 repositories listed
• Reliability-Performance Trade-offs in Neuromorphic Computing
  26 Sep 2020 0 repositories listed
• A Machine Learning Based Regulatory Risk Index for Cryptocurrencies
  25 Sep 2020 0 repositories listed
• Fairness in Semi-supervised Learning: Unlabeled Data Help to Reduce Discrimination
  25 Sep 2020 0 repositories listed
• Resource-Constrained On-Device Learning by Dynamic Averaging
  25 Sep 2020 0 repositories listed
• Towards the Automation of a Chemical Sulphonation Process with Machine Learning
  25 Sep 2020 0 repositories listed
• A Preliminary Study of Machine-Learning-Based Ranging with LTE Channel Impulse Response in Multipath Environment
  24 Sep 2020 0 repositories listed
• Advancing the Research and Development of Assured Artificial Intelligence and Machine Learning Capabilities
  24 Sep 2020 0 repositories listed
• Accurate and Interpretable Machine Learning for Transparent Pricing of Health Insurance Plans
  23 Sep 2020 0 repositories listed
• Explaining Chemical Toxicity using Missing Features
  23 Sep 2020 0 repositories listed
• Fair Meta-Learning For Few-Shot Classification
  23 Sep 2020 0 repositories listed
• Grain Surface Classification via Machine Learning Methods
  23 Sep 2020 0 repositories listed
• Machine Learning and Computational Mathematics
  23 Sep 2020 0 repositories listed
• Machine-learning physics from unphysics: Finding deconfinement temperature in lattice Yang-Mills theories from outside the scaling window
  23 Sep 2020 0 repositories listed
• Probabilistic Machine Learning for Healthcare
  23 Sep 2020 0 repositories listed
• Using satellite imagery to understand and promote sustainable development
  23 Sep 2020 0 repositories listed
• A Machine Learning guided Rewriting Approach for ASP Logic Programs
  22 Sep 2020 0 repositories listed
• An Incentive Mechanism for Federated Learning in Wireless Cellular network: An Auction Approach
  22 Sep 2020 0 repositories listed
• Dynamic Fusion based Federated Learning for COVID-19 Detection
  22 Sep 2020 0 repositories listed
• Ethical Machine Learning in Health Care
  22 Sep 2020 0 repositories listed
• Investigating Machine Learning Methods for Language and Dialect Identification of Cuneiform Texts
  22 Sep 2020 0 repositories listed
• Privacy Preserving K-Means Clustering: A Secure Multi-Party Computation Approach
  22 Sep 2020 0 repositories listed
• Stacked Generalization for Human Activity Recognition
  22 Sep 2020 0 repositories listed
• The Use of AI for Thermal Emotion Recognition: A Review of Problems and Limitations in Standard Design and Data
  22 Sep 2020 0 repositories listed
• Using Machine Learning to Develop a Novel COVID-19 Vulnerability Index (C19VI)
  22 Sep 2020 0 repositories listed
• Using Neural Architecture Search for Improving Software Flaw Detection in Multimodal Deep Learning Models
  22 Sep 2020 0 repositories listed
• A Survey on Machine Learning Applied to Dynamic Physical Systems
  21 Sep 2020 0 repositories listed
• Demand Prediction Using Machine Learning Methods and Stacked Generalization
  21 Sep 2020 0 repositories listed
• ES Attack: Model Stealing against Deep Neural Networks without Data Hurdles
  21 Sep 2020 0 repositories listed
• Machine learning based forecasting of significant daily returns in foreign exchange markets
  21 Sep 2020 0 repositories listed
• A Generic Methodology for the Statistically Uniform & Comparable Evaluation of Automated Trading Platform Components
  21 Sep 2020 0 repositories listed
• Massive MIMO Channel Prediction: Kalman Filtering vs. Machine Learning
  21 Sep 2020 0 repositories listed
• Subjective Metrics-based Cloud Market Performance Prediction
  21 Sep 2020 0 repositories listed
• Survey of explainable machine learning with visual and granular methods beyond quasi-explanations
  21 Sep 2020 0 repositories listed
• The DongNiao International Birds 10000 Dataset
  21 Sep 2020 0 repositories listed
• An Improved Approach of Intention Discovery with Machine Learning for POMDP-based Dialogue Management
  20 Sep 2020 0 repositories listed
• State-of-Charge Estimation of a Li-Ion Battery using Deep Forward Neural Networks
  20 Sep 2020 0 repositories listed
• Supervised Ontology and Instance Matching with MELT
  20 Sep 2020 0 repositories listed
• Analysis of tunnel failure characteristics under multiple explosion loads based on persistent homology-based machine learning
  19 Sep 2020 0 repositories listed
• Hidden Incentives for Auto-Induced Distributional Shift
  19 Sep 2020 0 repositories listed
• Deviation bound for non-causal machine learning
  18 Sep 2020 0 repositories listed
• Enterprise AI Canvas -- Integrating Artificial Intelligence into Business
  18 Sep 2020 0 repositories listed
• Evaluation of Local Explanation Methods for Multivariate Time Series Forecasting
  18 Sep 2020 0 repositories listed
• On the Tractability of SHAP Explanations
  18 Sep 2020 0 repositories listed
• Principles and Practice of Explainable Machine Learning
  18 Sep 2020 0 repositories listed
• Probably Approximately Correct Explanations of Machine Learning Models via Syntax-Guided Synthesis
  18 Sep 2020 0 repositories listed
• Psoriasis Severity Assessment with a Similarity-Clustering Machine Learning Approach Reduces Intra- and Inter-observation variation
  18 Sep 2020 0 repositories listed
• Evaluating and Mitigating Bias in Image Classifiers: A Causal Perspective Using Counterfactuals
  17 Sep 2020 0 repositories listed
• Deploying machine learning to assist digital humanitarians: making image annotation in OpenStreetMap more efficient
  17 Sep 2020 0 repositories listed
• PhenoTagger: A Hybrid Method for Phenotype Concept Recognition using Human Phenotype Ontology
  17 Sep 2020 0 repositories listed
• Population Mapping in Informal Settlements with High-Resolution Satellite Imagery and Equitable Ground-Truth
  17 Sep 2020 0 repositories listed
• The Next Big Thing(s) in Unsupervised Machine Learning: Five Lessons from Infant Learning
  17 Sep 2020 0 repositories listed
• An Extensive Experimental Evaluation of Automated Machine Learning Methods for Recommending Classification Algorithms (Extended Version)
  16 Sep 2020 0 repositories listed
• Neuro-symbolic Neurodegenerative Disease Modeling as Probabilistic Programmed Deep Kernels
  16 Sep 2020 0 repositories listed
• Using Machine Learning and Alternative Data to Predict Movements in Market Risk
  16 Sep 2020 0 repositories listed
• Competing AI: How does competition feedback affect machine learning?
  15 Sep 2020 0 repositories listed