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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 50 of 101: papers 4,901 to 5,000 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.

• Privacy Preserving Demand Forecasting to Encourage Consumer Acceptance of Smart Energy Meters
  14 Dec 2020 0 repositories listed
• Filtering DDoS Attacks from Unlabeled Network Traffic Data Using Online Deep Learning
  12 Dec 2020 0 repositories listed
• Learning Symbolic Expressions via Gumbel-Max Equation Learner Networks
  12 Dec 2020 0 repositories listed
• PAIRS AutoGeo: an Automated Machine Learning Framework for Massive Geospatial Data
  12 Dec 2020 0 repositories listed
• Source Code Classification for Energy Efficiency in Parallel Ultra Low-Power Microcontrollers
  12 Dec 2020 0 repositories listed
• Closeness and Uncertainty Aware Adversarial Examples Detection in Adversarial Machine Learning
  11 Dec 2020 0 repositories listed
• Convolutional LSTM Neural Networks for Modeling Wildland Fire Dynamics
  11 Dec 2020 0 repositories listed
• A Simplistic Machine Learning Approach to Contact Tracing
  10 Dec 2020 0 repositories listed
• Can we detect harmony in artistic compositions? A machine learning approach
  10 Dec 2020 0 repositories listed
• Debiased-CAM to mitigate image perturbations with faithful visual explanations of machine learning
  10 Dec 2020 0 repositories listed
• Ensemble Squared: A Meta AutoML System
  10 Dec 2020 0 repositories listed
• Hybrid analytic and machine-learned baryonic property insertion into galactic dark matter haloes
  10 Dec 2020 0 repositories listed
• Interpreting Neural Networks as Gradual Argumentation Frameworks (Including Proof Appendix)
  10 Dec 2020 0 repositories listed
• Commutative Evolution Laws in Holographic Cellular Automata: AdS/CFT, Near-Extremal D3-Branes, and a Deep Learning Approach
  10 Dec 2020 0 repositories listed
• Machine learning for nocturnal diagnosis of chronic obstructive pulmonary disease using digital oximetry biomarkers
  10 Dec 2020 0 repositories listed
• A Statistical Test for Probabilistic Fairness
  9 Dec 2020 0 repositories listed
• Cloud detection machine learning algorithms for PROBA-V
  9 Dec 2020 0 repositories listed
• Convolutional Neural Networks for Multispectral Image Cloud Masking
  9 Dec 2020 0 repositories listed
• Data and its (dis)contents: A survey of dataset development and use in machine learning research
  9 Dec 2020 0 repositories listed
• Deep Learning for Climate Model Output Statistics
  9 Dec 2020 0 repositories listed
• Distributed Training of Graph Convolutional Networks using Subgraph Approximation
  9 Dec 2020 0 repositories listed
• Machine Learning for Cataract Classification and Grading on Ophthalmic Imaging Modalities: A Survey
  9 Dec 2020 0 repositories listed
• Machine Learning in Magnetic Resonance Imaging: Image Reconstruction
  9 Dec 2020 0 repositories listed
• Algorithmically-Consistent Deep Learning Frameworks for Structural Topology Optimization
  9 Dec 2020 0 repositories listed
• Predicting Individual Substance Abuse Vulnerability using Machine Learning Techniques
  9 Dec 2020 0 repositories listed
• Risk Management Framework for Machine Learning Security
  9 Dec 2020 0 repositories listed
• Skillearn: Machine Learning Inspired by Humans' Learning Skills
  9 Dec 2020 0 repositories listed
• Utilising Graph Machine Learning within Drug Discovery and Development
  9 Dec 2020 0 repositories listed
• An Empirical Study of Explainable AI Techniques on Deep Learning Models For Time Series Tasks
  8 Dec 2020 0 repositories listed
• A novel machine learning-based optimization algorithm (ActivO) for accelerating simulation-driven engine design
  8 Dec 2020 0 repositories listed
• Combining Machine Learning and Human Experts to Predict Match Outcomes in Football: A Baseline Model
  8 Dec 2020 0 repositories listed
• Discovering key topics from short, real-world medical inquiries via natural language processing and unsupervised learning
  8 Dec 2020 0 repositories listed
• Efficient Automatic CASH via Rising Bandits
  8 Dec 2020 0 repositories listed
• Fairness Preferences, Actual and Hypothetical: A Study of Crowdworker Incentives
  8 Dec 2020 0 repositories listed
• Forecasting the Olympic medal distribution during a pandemic: a socio-economic machine learning model
  8 Dec 2020 0 repositories listed
• Generalized iterated-sums signatures
  8 Dec 2020 0 repositories listed
• Synthetic Data: Opening the data floodgates to enable faster, more directed development of machine learning methods
  8 Dec 2020 0 repositories listed
• URoboSim -- An Episodic Simulation Framework for Prospective Reasoning in Robotic Agents
  8 Dec 2020 0 repositories listed
• A predictive model for kidney transplant graft survival using machine learning
  7 Dec 2020 0 repositories listed
• Adaptive Local Bayesian Optimization Over Multiple Discrete Variables
  7 Dec 2020 0 repositories listed
• Battery Model Calibration with Deep Reinforcement Learning
  7 Dec 2020 0 repositories listed
• Cost-effective Machine Learning Inference Offload for Edge Computing
  7 Dec 2020 0 repositories listed
• Deep Learning Methods for Credit Card Fraud Detection
  7 Dec 2020 0 repositories listed
• Exploitation of Channel-Learning for Enhancing 5G Blind Beam Index Detection
  7 Dec 2020 0 repositories listed
• Leveraging Automated Machine Learning for Text Classification: Evaluation of AutoML Tools and Comparison with Human Performance
  7 Dec 2020 0 repositories listed
• Machine-Learning Arithmetic Curves
  7 Dec 2020 0 repositories listed
• Machine Learning Information Fusion in Earth Observation: A Comprehensive Review of Methods, Applications and Data Sources
  7 Dec 2020 0 repositories listed
• Machine Learning Prediction of Gamer's Private Networks
  7 Dec 2020 0 repositories listed
• Multitask machine learning of collective variables for enhanced sampling of rare events
  7 Dec 2020 0 repositories listed
• Retrieval of aboveground crop nitrogen content with a hybrid machine learning method
  7 Dec 2020 0 repositories listed
• Self-Supervision Closes the Gap Between Weak and Strong Supervision in Histology
  7 Dec 2020 0 repositories listed
• SpotTune: Leveraging Transient Resources for Cost-efficient Hyper-parameter Tuning in the Public Cloud
  7 Dec 2020 0 repositories listed
• The Tribes of Machine Learning and the Realm of Computer Architecture
  7 Dec 2020 0 repositories listed
• A Weighted Solution to SVM Actionability and Interpretability
  6 Dec 2020 0 repositories listed
• Accurate and Fast Federated Learning via Combinatorial Multi-Armed Bandits
  6 Dec 2020 0 repositories listed
• SoK: Training Machine Learning Models over Multiple Sources with Privacy Preservation
  6 Dec 2020 0 repositories listed
• Using Machine Learning to Automate Mammogram Images Analysis
  6 Dec 2020 0 repositories listed
• Bayesian optimization assisted unsupervised learning for efficient intra-tumor partitioning in MRI and survival prediction for glioblastoma patients
  5 Dec 2020 0 repositories listed
• Generating Synthetic Multispectral Satellite Imagery from Sentinel-2
  5 Dec 2020 0 repositories listed
• Accelerating Road Sign Ground Truth Construction with Knowledge Graph and Machine Learning
  4 Dec 2020 0 repositories listed
• ESCAPED: Efficient Secure and Private Dot Product Framework for Kernel-based Machine Learning Algorithms with Applications in Healthcare
  4 Dec 2020 0 repositories listed
• Federated Learning with Heterogeneous Labels and Models for Mobile Activity Monitoring
  4 Dec 2020 0 repositories listed
• Impact of weather factors on migration intention using machine learning algorithms
  4 Dec 2020 0 repositories listed
• Learning Interpretable Concept-Based Models with Human Feedback
  4 Dec 2020 0 repositories listed
• Machine learning with incomplete datasets using multi-objective optimization models
  4 Dec 2020 0 repositories listed
• Optimising Design Verification Using Machine Learning: An Open Source Solution
  4 Dec 2020 0 repositories listed
• Predicting Emotions Perceived from Sounds
  4 Dec 2020 0 repositories listed
• SensiX: A Platform for Collaborative Machine Learning on the Edge
  4 Dec 2020 0 repositories listed
• TrollHunter [Evader]: Automated Detection [Evasion] of Twitter Trolls During the COVID-19 Pandemic
  4 Dec 2020 0 repositories listed
• A Novel index-based multidimensional data organization model that enhances the predictability of the machine learning algorithms
  3 Dec 2020 0 repositories listed
• Automatic Routability Predictor Development Using Neural Architecture Search
  3 Dec 2020 0 repositories listed
• Every Corporation Owns Its Image: Corporate Credit Ratings via Convolutional Neural Networks
  3 Dec 2020 0 repositories listed
• Explainable AI for Software Engineering
  3 Dec 2020 0 repositories listed
• Transfer Learning as an Enabler of the Intelligent Digital Twin
  3 Dec 2020 0 repositories listed
• A Study of Few-Shot Audio Classification
  2 Dec 2020 0 repositories listed
• COVID-19 Cough Classification using Machine Learning and Global Smartphone Recordings
  2 Dec 2020 0 repositories listed
• DecisiveNets: Training Deep Associative Memories to Solve Complex Machine Learning Problems
  2 Dec 2020 0 repositories listed
• Distributed Machine Learning for Wireless Communication Networks: Techniques, Architectures, and Applications
  2 Dec 2020 0 repositories listed
• Machine learning prediction of critical transition and system collapse
  2 Dec 2020 0 repositories listed
• On Variational Inference for User Modeling in Attribute-Driven Collaborative Filtering
  2 Dec 2020 0 repositories listed
• Physics Guided Machine Learning Methods for Hydrology
  2 Dec 2020 0 repositories listed
• A Deep Generative Approach to Native Language Identification
  1 Dec 2020 0 repositories listed
• A Fair Classifier Using Kernel Density Estimation
  1 Dec 2020 0 repositories listed
• A machine-learning based model to identify PhD-level skills in job ads
  1 Dec 2020 0 repositories listed
• A Statistical Mechanics Framework for Task-Agnostic Sample Design in Machine Learning
  1 Dec 2020 0 repositories listed
• Adaptive Learned Bloom Filter (Ada-BF): Efficient Utilization of the Classifier with Application to Real-Time Information Filtering on the Web
  1 Dec 2020 0 repositories listed
• Automatic Discovery of Heterogeneous Machine Learning Pipelines: An Application to Natural Language Processing
  1 Dec 2020 0 repositories listed
• Automatic Technical Domain Identification
  1 Dec 2020 0 repositories listed
• Automatically Predicting Judgement Dimensions of Human Behaviour
  1 Dec 2020 0 repositories listed
• CoLi at UdS at SemEval-2020 Task 12: Offensive Tweet Detection with Ensembling
  1 Dec 2020 0 repositories listed
• Decentralized Accelerated Proximal Gradient Descent
  1 Dec 2020 0 repositories listed
• Decentralized Langevin Dynamics for Bayesian Learning
  1 Dec 2020 0 repositories listed
• Demo Application for the AutoGOAL Framework
  1 Dec 2020 0 repositories listed
• Evaluating (weighted) dynamic treatment effects by double machine learning
  1 Dec 2020 0 repositories listed
• Generating Varied Training Corpora in Runyankore Using a Combined Semantic and Syntactic, Pattern-Grammar-based Approach
  1 Dec 2020 0 repositories listed
• Improving Online Rent-or-Buy Algorithms with Sequential Decision Making and ML Predictions
  1 Dec 2020 0 repositories listed
• Intent Segmentation of User Queries Via Discourse Parsing
  1 Dec 2020 0 repositories listed
• Interpretation of Sentiment Analysis in Aeschylus’s Greek Tragedy
  1 Dec 2020 0 repositories listed
• Machine Learning Systems in the IoT: Trustworthiness Trade-offs for Edge Intelligence
  1 Dec 2020 0 repositories listed
• Model-agnostic Methods for Text Classification with Inherent Noise
  1 Dec 2020 0 repositories listed