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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 43 of 101: papers 4,201 to 4,300 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.

• Applying physics-based loss functions to neural networks for improved generalizability in mechanics problems
  30 Apr 2021 0 repositories listed
• Calibration of wind speed ensemble forecasts for power generation
  30 Apr 2021 0 repositories listed
• Flow-Packet Hybrid Traffic Classification for Class-Aware Network Routing
  30 Apr 2021 0 repositories listed
• Leveraging Machine Learning to Detect Data Curation Activities
  30 Apr 2021 0 repositories listed
• An Axiomatic Theory of Provably-Fair Welfare-Centric Machine Learning
  29 Apr 2021 0 repositories listed
• Differentiable model-based adaptive optics for two-photon microscopy
  29 Apr 2021 0 repositories listed
• From Distributed Machine Learning to Federated Learning: A Survey
  29 Apr 2021 0 repositories listed
• Inspect, Understand, Overcome: A Survey of Practical Methods for AI Safety
  29 Apr 2021 0 repositories listed
• Learning Models for Suicide Prediction from Social Media Posts
  29 Apr 2021 0 repositories listed
• Machine Learning Techniques for Software Quality Assurance: A Survey
  29 Apr 2021 0 repositories listed
• NURBS-Diff: A Differentiable Programming Module for NURBS
  29 Apr 2021 0 repositories listed
• Prediction of Food Production Using Machine Learning Algorithms of Multilayer Perceptron and ANFIS
  29 Apr 2021 0 repositories listed
• ReLearn: A Robust Machine Learning Framework in Presence of Missing Data for Multimodal Stress Detection from Physiological Signals
  29 Apr 2021 0 repositories listed
• SYNFIX: Automatically Fixing Syntax Errors using Compiler Diagnostics
  29 Apr 2021 0 repositories listed
• The Logic of Graph Neural Networks
  29 Apr 2021 0 repositories listed
• VIRDOCD: a VIRtual DOCtor to Predict Dengue Fatality
  29 Apr 2021 0 repositories listed
• A Reinforcement Learning Environment for Polyhedral Optimizations
  28 Apr 2021 0 repositories listed
• An Experimental Analysis of Work-Life Balance Among The Employees using Machine Learning Classifiers
  28 Apr 2021 0 repositories listed
• Machine Learning based System for Vessel Turnaround Time Prediction
  28 Apr 2021 0 repositories listed
• MLDemon: Deployment Monitoring for Machine Learning Systems
  28 Apr 2021 0 repositories listed
• Neuromorphic Computing is Turing-Complete
  28 Apr 2021 0 repositories listed
• Online Product Feature Recommendations with Interpretable Machine Learning
  28 Apr 2021 0 repositories listed
• BeamLearning: an end-to-end Deep Learning approach for the angular localization of sound sources using raw multichannel acoustic pressure data
  27 Apr 2021 0 repositories listed
• Discovering nonlinear resonances through physics-informed machine learning
  27 Apr 2021 0 repositories listed
• Fast Distributionally Robust Learning with Variance Reduced Min-Max Optimization
  27 Apr 2021 0 repositories listed
• Sample selection from a given dataset to validate machine learning models
  27 Apr 2021 0 repositories listed
• Bridging observation, theory and numerical simulation of the ocean using Machine Learning
  26 Apr 2021 0 repositories listed
• Evaluating the performance of personal, social, health-related, biomarker and genetic data for predicting an individuals future health using machine learning: A longitudinal analysis
  26 Apr 2021 0 repositories listed
• Launching Adversarial Attacks against Network Intrusion Detection Systems for IoT
  26 Apr 2021 0 repositories listed
• LCS-DIVE: An Automated Rule-based Machine Learning Visualization Pipeline for Characterizing Complex Associations in Classification
  26 Apr 2021 0 repositories listed
• Machine Learning-based Lie Detector applied to a Novel Annotated Game Dataset
  26 Apr 2021 0 repositories listed
• On the Importance of 3D Surface Information for Remote Sensing Classification Tasks
  26 Apr 2021 0 repositories listed
• Machine Learning Approaches for Binary Classification to Discover Liver Diseases using Clinical Data
  25 Apr 2021 0 repositories listed
• RP-DQN: An application of Q-Learning to Vehicle Routing Problems
  25 Apr 2021 0 repositories listed
• Analysis of Online Toxicity Detection Using Machine Learning Approaches
  23 Apr 2021 0 repositories listed
• Automated News Summarization Using Transformers
  23 Apr 2021 0 repositories listed
• Chasing Collective Variables using Autoencoders and biased trajectories
  22 Apr 2021 0 repositories listed
• Enhancing predictive skills in physically-consistent way: Physics Informed Machine Learning for Hydrological Processes
  22 Apr 2021 0 repositories listed
• Applications of Artificial Intelligence, Machine Learning and related techniques for Computer Networking Systems
  21 Apr 2021 0 repositories listed
• Automatic Double Machine Learning for Continuous Treatment Effects
  21 Apr 2021 0 repositories listed
• Künstliche Intelligenz, quo vadis?
  21 Apr 2021 0 repositories listed
• Machine-Learning Assisted Optimization Strategies for Phase Change Materials Embedded within Electronic Packages
  21 Apr 2021 0 repositories listed
• CATE meets ML -- The Conditional Average Treatment Effect and Machine Learning
  20 Apr 2021 0 repositories listed
• Robustness Tests of NLP Machine Learning Models: Search and Semantically Replace
  20 Apr 2021 0 repositories listed
• Aiding Long-Term Investment Decisions with XGBoost Machine Learning Model
  19 Apr 2021 0 repositories listed
• Multi-target prediction for dummies using two-branch neural networks
  19 Apr 2021 0 repositories listed
• Machine learning approach to dynamic risk modeling of mortality in COVID-19: a UK Biobank study
  19 Apr 2021 0 repositories listed
• Mixtures of Gaussian Processes for regression under multiple prior distributions
  19 Apr 2021 0 repositories listed
• Neural Language Models with Distant Supervision to Identify Major Depressive Disorder from Clinical Notes
  19 Apr 2021 0 repositories listed
• Random Reshuffling with Variance Reduction: New Analysis and Better Rates
  19 Apr 2021 0 repositories listed
• The Impact of Hyper-Parameter Tuning for Landscape-Aware Performance Regression and Algorithm Selection
  19 Apr 2021 0 repositories listed
• A cross-study analysis of drug response prediction in cancer cell lines
  18 Apr 2021 0 repositories listed
• Application of Computer Vision and Machine Learning for Digitized Herbarium Specimens: A Systematic Literature Review
  18 Apr 2021 0 repositories listed
• Multi-objective Feature Selection with Missing Data in Classification
  18 Apr 2021 0 repositories listed
• Perspectives on Machine Learning from Psychology's Reproducibility Crisis
  18 Apr 2021 0 repositories listed
• SurvNAM: The machine learning survival model explanation
  18 Apr 2021 0 repositories listed
• Cetacean Translation Initiative: a roadmap to deciphering the communication of sperm whales
  17 Apr 2021 0 repositories listed
• Machine learning-assisted surrogate construction for full-core fuel performance analysis
  17 Apr 2021 0 repositories listed
• In Defense of the Paper
  16 Apr 2021 0 repositories listed
• Probing artificial neural networks: insights from neuroscience
  16 Apr 2021 0 repositories listed
• Why Machine Learning Integrated Patient Flow Simulation?
  16 Apr 2021 0 repositories listed
• A Tunable Model for Graph Generation Using LSTM and Conditional VAE
  15 Apr 2021 0 repositories listed
• Evaluating Standard Feature Sets Towards Increased Generalisability and Explainability of ML-based Network Intrusion Detection
  15 Apr 2021 0 repositories listed
• Facilitating Machine Learning Model Comparison and Explanation Through A Radial Visualisation
  15 Apr 2021 0 repositories listed
• Higgs analysis with quantum classifiers
  15 Apr 2021 0 repositories listed
• LEx: A Framework for Operationalising Layers of Machine Learning Explanations
  15 Apr 2021 0 repositories listed
• Machine Learning and Glioblastoma: Treatment Response Monitoring Biomarkers in 2021
  15 Apr 2021 0 repositories listed
• Machine Learning Approaches for Type 2 Diabetes Prediction and Care Management
  15 Apr 2021 0 repositories listed
• Piecewise-linear modelling with feature selection for Li-ion battery end of life prognosis
  15 Apr 2021 0 repositories listed
• A comparative study of Different Machine Learning Regressors For Stock Market Prediction
  14 Apr 2021 0 repositories listed
• Defending Against Adversarial Denial-of-Service Data Poisoning Attacks
  14 Apr 2021 0 repositories listed
• Multi-Party Dual Learning
  14 Apr 2021 0 repositories listed
• Neural population geometry: An approach for understanding biological and artificial neural networks
  14 Apr 2021 0 repositories listed
• The Role of Cross-Silo Federated Learning in Facilitating Data Sharing in the Agri-Food Sector
  14 Apr 2021 0 repositories listed
• Distilling Wikipedia mathematical knowledge into neural network models
  13 Apr 2021 0 repositories listed
• A High-fidelity, Machine-learning Enhanced Queueing Network Simulation Model for Hospital Ultrasound Operations
  12 Apr 2021 0 repositories listed
• An Approach to Symbolic Regression Using Feyn
  12 Apr 2021 0 repositories listed
• Deep Learning for IoT
  12 Apr 2021 0 repositories listed
• Machine learning and deep learning
  12 Apr 2021 0 repositories listed
• Online Machine Learning Techniques for Coq: A Comparison
  12 Apr 2021 0 repositories listed
• Real-time Forecast Models for TBM Load Parameters Based on Machine Learning Methods
  12 Apr 2021 0 repositories listed
• Machine Learning Approach to Uncovering Residential Energy Consumption Patterns Based on Socioeconomic and Smart Meter Data
  12 Apr 2021 0 repositories listed
• Understanding Prediction Discrepancies in Machine Learning Classifiers
  12 Apr 2021 0 repositories listed
• ALT-MAS: A Data-Efficient Framework for Active Testing of Machine Learning Algorithms
  11 Apr 2021 0 repositories listed
• Rank-R FNN: A Tensor-Based Learning Model for High-Order Data Classification
  11 Apr 2021 0 repositories listed
• Graph Representation Learning in Biomedicine
  11 Apr 2021 0 repositories listed
• Applications of physics-informed scientific machine learning in subsurface science: A survey
  10 Apr 2021 0 repositories listed
• Noise-Resilient Quantum Machine Learning for Stability Assessment of Power Systems
  10 Apr 2021 0 repositories listed
• Assessing the Heterogeneous Impact of Economy-Wide Shocks: A Machine Learning Approach Applied to Colombian Firms
  9 Apr 2021 0 repositories listed
• Blending Knowledge in Deep Recurrent Networks for Adverse Event Prediction at Hospital Discharge
  9 Apr 2021 0 repositories listed
• High-Throughput Virtual Screening of Small Molecule Inhibitors for SARS-CoV-2 Protein Targets with Deep Fusion Models
  9 Apr 2021 0 repositories listed
• Individual Explanations in Machine Learning Models: A Case Study on Poverty Estimation
  9 Apr 2021 0 repositories listed
• Individual Explanations in Machine Learning Models: A Survey for Practitioners
  9 Apr 2021 0 repositories listed
• Protein sequence design with deep generative models
  9 Apr 2021 0 repositories listed
• Signal Processing and Machine Learning Techniques for Terahertz Sensing: An Overview
  9 Apr 2021 0 repositories listed
• Classification, Slippage, Failure and Discovery
  8 Apr 2021 0 repositories listed
• Machine Learning Based on Natural Language Processing to Detect Cardiac Failure in Clinical Narratives
  8 Apr 2021 0 repositories listed
• Predicting the Reproducibility of Social and Behavioral Science Papers Using Supervised Learning Models
  8 Apr 2021 0 repositories listed
• Scaling up graph homomorphism for classification via sampling
  8 Apr 2021 0 repositories listed
• Efficient and Accurate In-Database Machine Learning with SQL Code Generation in Python
  7 Apr 2021 0 repositories listed