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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 49 of 101: papers 4,801 to 4,900 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.

• Learning optimal Bayesian prior probabilities from data
  3 Jan 2021 0 repositories listed
• Synthetic Embedding-based Data Generation Methods for Student Performance
  3 Jan 2021 0 repositories listed
• Improving DGA-Based Malicious Domain Classifiers for Malware Defense with Adversarial Machine Learning
  2 Jan 2021 0 repositories listed
• Integrated Optimization of Predictive and Prescriptive Tasks
  2 Jan 2021 0 repositories listed
• A Multi-Modal and Multitask Benchmark in the Clinical Domain
  1 Jan 2021 0 repositories listed
• A Near-Optimal Recipe for Debiasing Trained Machine Learning Models
  1 Jan 2021 0 repositories listed
• A Numbers Game: Numeric Encoding Options with Automunge
  1 Jan 2021 0 repositories listed
• Analyzing Attention Mechanisms through Lens of Sample Complexity and Loss Landscape
  1 Jan 2021 0 repositories listed
• BAAAN: Backdoor Attacks Against Auto-encoder and GAN-Based Machine Learning Models
  1 Jan 2021 0 repositories listed
• Brain-like approaches to unsupervised learning of hidden representations - a comparative study
  1 Jan 2021 0 repositories listed
• Combining Physics and Machine Learning for Network Flow Estimation
  1 Jan 2021 0 repositories listed
• Counterfactual Fairness through Data Preprocessing
  1 Jan 2021 0 repositories listed
• DiffAutoML: Differentiable Joint Optimization for Efficient End-to-End Automated Machine Learning
  1 Jan 2021 0 repositories listed
• Disentangling style and content for low resource video domain adaptation: a case study on keystroke inference attacks
  1 Jan 2021 0 repositories listed
• Efficient Estimators for Heavy-Tailed Machine Learning
  1 Jan 2021 0 repositories listed
• End-to-End on-device Federated Learning: A case study
  1 Jan 2021 0 repositories listed
• Fast Estimation for Privacy and Utility in Differentially Private Machine Learning
  1 Jan 2021 0 repositories listed
• GLUECode: A Benchmark for Source Code Machine Learning Models
  1 Jan 2021 0 repositories listed
• Graph Embedding via Topology and Functional Analysis
  1 Jan 2021 0 repositories listed
• Graph Learning via Spectral Densification
  1 Jan 2021 0 repositories listed
• Improving Generalizability of Protein Sequence Models via Data Augmentations
  1 Jan 2021 0 repositories listed
• Key Phrase Extraction & Applause Prediction
  1 Jan 2021 0 repositories listed
• Learning to Explore with Pleasure
  1 Jan 2021 0 repositories listed
• Machine Learning Algorithms for Data Labeling: An Empirical Evaluation
  1 Jan 2021 0 repositories listed
• On the Robustness of Sentiment Analysis for Stock Price Forecasting
  1 Jan 2021 0 repositories listed
• Real-Time AutoML
  1 Jan 2021 0 repositories listed
• Simple deductive reasoning tests and data sets for exposing limitation of today's deep neural networks
  1 Jan 2021 0 repositories listed
• ZCal: Machine learning methods for calibrating radio interferometric data
  1 Jan 2021 0 repositories listed
• Bosonic Random Walk Networks for Graph Learning
  31 Dec 2020 0 repositories listed
• Differentiable Programming à la Moreau
  31 Dec 2020 0 repositories listed
• Fairness in Machine Learning
  31 Dec 2020 0 repositories listed
• Flexible model composition in machine learning and its implementation in MLJ
  31 Dec 2020 0 repositories listed
• A Maximal Correlation Approach to Imposing Fairness in Machine Learning
  30 Dec 2020 0 repositories listed
• A Review of Machine Learning Techniques for Applied Eye Fundus and Tongue Digital Image Processing with Diabetes Management System
  30 Dec 2020 0 repositories listed
• Explanations of Machine Learning predictions: a mandatory step for its application to Operational Processes
  30 Dec 2020 0 repositories listed
• Language Identification of Devanagari Poems
  30 Dec 2020 0 repositories listed
• Optimal trees selection for classification via out-of-bag assessment and sub-bagging
  30 Dec 2020 0 repositories listed
• Reservoir Transformers
  30 Dec 2020 0 repositories listed
• Sequential Deep Learning for Credit Risk Monitoring with Tabular Financial Data
  30 Dec 2020 0 repositories listed
• Advanced Machine Learning Techniques for Fake News (Online Disinformation) Detection: A Systematic Mapping Study
  28 Dec 2020 0 repositories listed
• Adversarial Machine Learning in Wireless Communications using RF Data: A Review
  28 Dec 2020 0 repositories listed
• Data augmentation and image understanding
  28 Dec 2020 0 repositories listed
• Learning by Ignoring, with Application to Domain Adaptation
  28 Dec 2020 0 repositories listed
• Phishing Detection through Email Embeddings
  28 Dec 2020 0 repositories listed
• Explainable Multi-class Classification of Medical Data
  26 Dec 2020 0 repositories listed
• Predicting Organizational Cybersecurity Risk: A Deep Learning Approach
  26 Dec 2020 0 repositories listed
• Detecting the patient's need for help with machine learning
  25 Dec 2020 0 repositories listed
• DNS Typo-squatting Domain Detection: A Data Analytics & Machine Learning Based Approach
  25 Dec 2020 0 repositories listed
• Intuitiveness in Active Teaching
  25 Dec 2020 0 repositories listed
• Learning by Self-Explanation, with Application to Neural Architecture Search
  23 Dec 2020 0 repositories listed
• Machine Learning Advances for Time Series Forecasting
  23 Dec 2020 0 repositories listed
• Uncertainty Bounds for Multivariate Machine Learning Predictions on High-Strain Brittle Fracture
  23 Dec 2020 0 repositories listed
• Using vis-NIRS and Machine Learning methods to diagnose sugarcane soil chemical properties
  23 Dec 2020 0 repositories listed
• Fractal Dimension Generalization Measure
  22 Dec 2020 0 repositories listed
• Quantum Convolutional Neural Networks for High Energy Physics Data Analysis
  22 Dec 2020 0 repositories listed
• Residual Matrix Product State for Machine Learning
  22 Dec 2020 0 repositories listed
• Unsupervised Machine learning methods for city vitality index
  22 Dec 2020 0 repositories listed
• A Comprehensive Survey of Machine Learning Based Localization with Wireless Signals
  21 Dec 2020 0 repositories listed
• Knowledge as Invariance -- History and Perspectives of Knowledge-augmented Machine Learning
  21 Dec 2020 0 repositories listed
• Knowledge-Driven Machine Learning: Concept, Model and Case Study on Channel Estimation
  21 Dec 2020 0 repositories listed
• Resting-state EEG sex classification using selected brain connectivity representation
  21 Dec 2020 0 repositories listed
• Analyzing the Performance of Graph Neural Networks with Pipe Parallelism
  20 Dec 2020 0 repositories listed
• Auto-Encoded Reservoir Computing for Turbulence Learning
  20 Dec 2020 0 repositories listed
• Biased Models Have Biased Explanations
  20 Dec 2020 0 repositories listed
• Domain-adaptive Fall Detection Using Deep Adversarial Training
  20 Dec 2020 0 repositories listed
• Achieving Reliable Causal Inference with Data-Mined Variables: A Random Forest Approach to the Measurement Error Problem
  19 Dec 2020 0 repositories listed
• Analysis of NARXNN for State of Charge Estimation for Li-ion Batteries on various Drive Cycles
  19 Dec 2020 0 repositories listed
• Application of computer simulation results and machine learning in analysis of microwave radiothermometry data
  18 Dec 2020 0 repositories listed
• Dataset Security for Machine Learning: Data Poisoning, Backdoor Attacks, and Defenses
  18 Dec 2020 0 repositories listed
• Machine learning applications using diffusion tensor imaging of human brain: A PubMed literature review
  18 Dec 2020 0 repositories listed
• Searching for Possible Exoplanet Transits from BRITE Data through a Machine Learning Technique
  18 Dec 2020 0 repositories listed
• Technical Progress Analysis Using a Dynamic Topic Model for Technical Terms to Revise Patent Classification Codes
  18 Dec 2020 0 repositories listed
• The Danger of Reverse-Engineering of Automated Judicial Decision-Making Systems
  18 Dec 2020 0 repositories listed
• Trader-Company Method: A Metaheuristic for Interpretable Stock Price Prediction
  18 Dec 2020 0 repositories listed
• Transfer Learning Based Automatic Model Creation Tool For Resource Constraint Devices
  18 Dec 2020 0 repositories listed
• A PMU-Based Machine Learning Application for Fast Detection of Forced Oscillations from Wind Farms
  17 Dec 2020 0 repositories listed
• Helping Reduce Environmental Impact of Aviation with Machine Learning
  17 Dec 2020 0 repositories listed
• Machine Learning for Detecting Data Exfiltration: A Review
  17 Dec 2020 0 repositories listed
• On the experimental feasibility of quantum state reconstruction via machine learning
  17 Dec 2020 0 repositories listed
• A comparative evaluation of machine learning methods for robot navigation through human crowds
  16 Dec 2020 0 repositories listed
• Adversarial trading
  16 Dec 2020 0 repositories listed
• An Assessment of the Usability of Machine Learning Based Tools for the Security Operations Center
  16 Dec 2020 0 repositories listed
• Detecting Botnet Attacks in IoT Environments: An Optimized Machine Learning Approach
  16 Dec 2020 0 repositories listed
• Detection of data drift and outliers affecting machine learning model performance over time
  16 Dec 2020 0 repositories listed
• Difficulty in estimating visual information from randomly sampled images
  16 Dec 2020 0 repositories listed
• Learning-Based Algorithms for Vessel Tracking: A Review
  16 Dec 2020 0 repositories listed
• Machine Learning Algorithm for NLOS Millimeter Wave in 5G V2X Communication
  16 Dec 2020 0 repositories listed
• Amazon SageMaker Automatic Model Tuning: Scalable Gradient-Free Optimization
  15 Dec 2020 0 repositories listed
• *-CFQ: Analyzing the Scalability of Machine Learning on a Compositional Task
  15 Dec 2020 0 repositories listed
• Confidential Machine Learning on Untrusted Platforms: A Survey
  15 Dec 2020 0 repositories listed
• High throughput screening with machine learning
  15 Dec 2020 0 repositories listed
• Learning Parameters for Balanced Index Influence Maximization
  15 Dec 2020 0 repositories listed
• Machine Learning for automatic identification of new minor species
  15 Dec 2020 0 repositories listed
• Machine Learning for MU-MIMO Receive Processing in OFDM Systems
  15 Dec 2020 0 repositories listed
• A case for new neural network smoothness constraints
  14 Dec 2020 0 repositories listed
• A Software Engineering Perspective on Engineering Machine Learning Systems: State of the Art and Challenges
  14 Dec 2020 0 repositories listed
• Bayesian Neural Ordinary Differential Equations
  14 Dec 2020 0 repositories listed
• Deep Portfolio Optimization via Distributional Prediction of Residual Factors
  14 Dec 2020 0 repositories listed
• Graphs for deep learning representations
  14 Dec 2020 0 repositories listed
• Learning how to approve updates to machine learning algorithms in non-stationary settings
  14 Dec 2020 0 repositories listed