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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 60 of 101: papers 5,901 to 6,000 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.

• Superconducting radio-frequency cavity fault classification using machine learning at Jefferson Laboratory
  11 Jun 2020 0 repositories listed
• Text as data: a machine learning-based approach to measuring uncertainty
  11 Jun 2020 0 repositories listed
• The Backbone Method for Ultra-High Dimensional Sparse Machine Learning
  11 Jun 2020 0 repositories listed
• The Number of Confirmed Cases of Covid-19 by using Machine Learning: Methods and Challenges
  11 Jun 2020 0 repositories listed
• Data science on industrial data -- Today's challenges in brown field applications
  10 Jun 2020 0 repositories listed
• Machine learning and control engineering: The model-free case
  10 Jun 2020 0 repositories listed
• Machine Learning and Control Theory
  10 Jun 2020 0 repositories listed
• An overall view of key problems in algorithmic trading and recent progress
  9 Jun 2020 0 repositories listed
• Machine Learning Automatically Detects COVID-19 using Chest CTs in a Large Multicenter Cohort
  9 Jun 2020 0 repositories listed
• Machine Learning for Imaging Cherenkov Detectors
  9 Jun 2020 0 repositories listed
• Multi-split Optimized Bagging Ensemble Model Selection for Multi-class Educational Data Mining
  9 Jun 2020 0 repositories listed
• Simple and efficient algorithms for training machine learning potentials to force data
  9 Jun 2020 0 repositories listed
• A Semiparametric Approach to Interpretable Machine Learning
  8 Jun 2020 0 repositories listed
• Graph Minors Meet Machine Learning: the Power of Obstructions
  8 Jun 2020 0 repositories listed
• Machine Learning Enabled Preamble Collision Resolution in Distributed Massive MIMO
  8 Jun 2020 0 repositories listed
• Machine Learning Interpretability and Its Impact on Smart Campus Projects
  8 Jun 2020 0 repositories listed
• Trade-offs between membership privacy & adversarially robust learning
  8 Jun 2020 0 repositories listed
• Secure Byzantine-Robust Machine Learning
  8 Jun 2020 0 repositories listed
• Softwarization, Virtualization, & Machine Learning For Intelligent & Effective V2X Communications
  8 Jun 2020 0 repositories listed
• Ethical Considerations and Statistical Analysis of Industry Involvement in Machine Learning Research
  8 Jun 2020 0 repositories listed
• The Strength of Nesterov's Extrapolation in the Individual Convergence of Nonsmooth Optimization
  8 Jun 2020 0 repositories listed
• Toward fusion plasma scenario planning for NSTX-U using machine-learning-accelerated models
  8 Jun 2020 0 repositories listed
• X-SHAP: towards multiplicative explainability of Machine Learning
  8 Jun 2020 0 repositories listed
• From Federated to Fog Learning: Distributed Machine Learning over Heterogeneous Wireless Networks
  7 Jun 2020 0 repositories listed
• Implications of Human Irrationality for Reinforcement Learning
  7 Jun 2020 0 repositories listed
• Machine learning dynamics of phase separation in correlated electron magnets
  7 Jun 2020 0 repositories listed
• A precise machine learning aided algorithm for land subsidence or upheave prediction from GNSS time series
  6 Jun 2020 0 repositories listed
• Online learning of both state and dynamics using ensemble Kalman filters
  6 Jun 2020 0 repositories listed
• SONIA: A Symmetric Blockwise Truncated Optimization Algorithm
  6 Jun 2020 0 repositories listed
• Unique properties of adversarially trained linear classifiers on Gaussian data
  6 Jun 2020 0 repositories listed
• Generation of Differentially Private Heterogeneous Electronic Health Records
  5 Jun 2020 0 repositories listed
• LGML: Logic Guided Machine Learning
  5 Jun 2020 0 repositories listed
• Physical-Layer Authentication Using Channel State Information and Machine Learning
  5 Jun 2020 0 repositories listed
• "To Target or Not to Target": Identification and Analysis of Abusive Text Using Ensemble of Classifiers
  5 Jun 2020 0 repositories listed
• Using an interpretable Machine Learning approach to study the drivers of International Migration
  5 Jun 2020 0 repositories listed
• Utilizing machine learning to prevent water main breaks by understanding pipeline failure drivers
  5 Jun 2020 0 repositories listed
• A Real-Time Closed-Form Model for Nonlinearity Modeling in Ultra-Wide-Band Optical Fiber Links Accounting for Inter-channel Stimulated Raman Scattering and Co-Propagating Raman Amplification
  4 Jun 2020 0 repositories listed
• COVID-19 diagnosis by routine blood tests using machine learning
  4 Jun 2020 0 repositories listed
• CSTNet: Contrastive Speech Translation Network for Self-Supervised Speech Representation Learning
  4 Jun 2020 0 repositories listed
• Inject Machine Learning into Significance Test for Misspecified Linear Models
  4 Jun 2020 0 repositories listed
• Integrating Machine Learning with Physics-Based Modeling
  4 Jun 2020 0 repositories listed
• A mathematical model for automatic differentiation in machine learning
  3 Jun 2020 0 repositories listed
• An optimizable scalar objective value cannot be objective and should not be the sole objective
  3 Jun 2020 0 repositories listed
• Detecting and Understanding Real-World Differential Performance Bugs in Machine Learning Libraries
  3 Jun 2020 0 repositories listed
• Hierarchical forecast reconciliation with machine learning
  3 Jun 2020 0 repositories listed
• Outlier Detection in Indoor Localization and Internet of Things (IoT) using Machine Learning
  3 Jun 2020 0 repositories listed
• Wireless Communications for Collaborative Federated Learning
  3 Jun 2020 0 repositories listed
• A combinatorial conjecture from PAC-Bayesian machine learning
  2 Jun 2020 0 repositories listed
• Application of Machine Learning to Predict the Risk of Alzheimer's Disease: An Accurate and Practical Solution for Early Diagnostics
  2 Jun 2020 0 repositories listed
• Noise robustness and experimental demonstration of a quantum generative adversarial network for continuous distributions
  2 Jun 2020 0 repositories listed
• What's Sex Got To Do With Fair Machine Learning?
  2 Jun 2020 0 repositories listed
• A Combined Approach To Detect Key Variables In Thick Data Analytics
  1 Jun 2020 0 repositories listed
• BadNL: Backdoor Attacks against NLP Models with Semantic-preserving Improvements
  1 Jun 2020 0 repositories listed
• Modeling Biological Immunity to Adversarial Examples
  1 Jun 2020 0 repositories listed
• RSSI Fingerprinting-based Localization Using Machine Learning in LoRa Networks
  1 Jun 2020 0 repositories listed
• Wavelet Scattering Networks for Atomistic Systems with Extrapolation of Material Properties
  1 Jun 2020 0 repositories listed
• When Machine Learning Meets Multiscale Modeling in Chemical Reactions
  1 Jun 2020 0 repositories listed
• A machine learning approach for forecasting hierarchical time series
  31 May 2020 0 repositories listed
• Data-driven Optimal Power Flow: A Physics-Informed Machine Learning Approach
  31 May 2020 0 repositories listed
• Estimating Principal Components under Adversarial Perturbations
  31 May 2020 0 repositories listed
• Momentum-based variance-reduced proximal stochastic gradient method for composite nonconvex stochastic optimization
  31 May 2020 0 repositories listed
• An Empirical Study of Software Exceptions in the Field using Search Logs
  30 May 2020 0 repositories listed
• Ridge Regularization: an Essential Concept in Data Science
  30 May 2020 0 repositories listed
• A Hierarchical Deep Convolutional Neural Network and Gated Recurrent Unit Framework for Structural Damage Detection
  29 May 2020 0 repositories listed
• A Performance-Explainability Framework to Benchmark Machine Learning Methods: Application to Multivariate Time Series Classifiers
  29 May 2020 0 repositories listed
• A Process for the Evaluation of Node Embedding Methods in the Context of Node Classification
  29 May 2020 0 repositories listed
• Digital twin, physics-based model, and machine learning applied to damage detection in structures
  29 May 2020 0 repositories listed
• Explainable Artificial Intelligence: a Systematic Review
  29 May 2020 0 repositories listed
• Machine Learning Fund Categorizations
  29 May 2020 0 repositories listed
• Machine Learning Systems for Intelligent Services in the IoT: A Survey
  29 May 2020 0 repositories listed
• Anomaly Detection Based on Deep Learning Using Video for Prevention of Industrial Accidents
  28 May 2020 0 repositories listed
• Hyperbolic Manifold Regression
  28 May 2020 0 repositories listed
• From WiscKey to Bourbon: A Learned Index for Log-Structured Merge Trees
  28 May 2020 0 repositories listed
• Machine learning and excited-state molecular dynamics
  28 May 2020 0 repositories listed
• Machine Learning for Condensed Matter Physics
  28 May 2020 0 repositories listed
• Machine Learning for recognition of minerals from multispectral data
  28 May 2020 0 repositories listed
• Overview: Computer vision and machine learning for microstructural characterization and analysis
  28 May 2020 0 repositories listed
• Parallelizing Machine Learning as a Service for the End-User
  28 May 2020 0 repositories listed
• Physically interpretable machine learning algorithm on multidimensional non-linear fields
  28 May 2020 0 repositories listed
• QEBA: Query-Efficient Boundary-Based Blackbox Attack
  28 May 2020 0 repositories listed
• A Comparative Study of Machine Learning Models for Tabular Data Through Challenge of Monitoring Parkinson's Disease Progression Using Voice Recordings
  27 May 2020 0 repositories listed
• Data-Driven Continuum Dynamics via Transport-Teleport Duality
  27 May 2020 0 repositories listed
• Effects of Forward Error Correction on Communications Aware Evasion Attacks
  27 May 2020 0 repositories listed
• Generative Adversarial Networks for Bitcoin Data Augmentation
  27 May 2020 0 repositories listed
• Investigating a Spectral Deception Loss Metric for Training Machine Learning-based Evasion Attacks
  27 May 2020 0 repositories listed
• Machine Learning for Software Engineering: A Systematic Mapping
  27 May 2020 0 repositories listed
• A Novel Ramp Metering Approach Based on Machine Learning and Historical Data
  26 May 2020 0 repositories listed
• Capturing Local and Global Patterns in Procedural Content Generation via Machine Learning
  26 May 2020 0 repositories listed
• Comparing BERT against traditional machine learning text classification
  26 May 2020 0 repositories listed
• Review of Mathematical frameworks for Fairness in Machine Learning
  26 May 2020 0 repositories listed
• Survey: Machine Learning in Production Rendering
  26 May 2020 0 repositories listed
• The best way to select features?
  26 May 2020 0 repositories listed
• Twitter discussions and emotions about COVID-19 pandemic: a machine learning approach
  26 May 2020 0 repositories listed
• Using Machine Learning to Forecast Future Earnings
  26 May 2020 0 repositories listed
• Deep Learning for Insider Threat Detection: Review, Challenges and Opportunities
  25 May 2020 0 repositories listed
• Dynamic Compression Ratio Selection for Edge Inference Systems with Hard Deadlines
  25 May 2020 0 repositories listed
• Incidental Supervision: Moving beyond Supervised Learning
  25 May 2020 0 repositories listed
• mvlearn: Multiview Machine Learning in Python
  25 May 2020 0 repositories listed
• Towards a Robust WiFi-based Fall Detection with Adversarial Data Augmentation
  25 May 2020 0 repositories listed
• Climbing down Charney's ladder: Machine Learning and the post-Dennard era of computational climate science
  24 May 2020 0 repositories listed