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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 6 of 101: papers 501 to 600 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.

• ATM: A distributed, collaborative, scalable system for automated machine learning
  11 Dec 2017 2 repositories listed
• Machine Learning with Adversaries: Byzantine Tolerant Gradient Descent
  1 Dec 2017 2 repositories listed
• Quantum Neuron: an elementary building block for machine learning on quantum computers
  30 Nov 2017 2 repositories listed
• Snorkel: Rapid Training Data Creation with Weak Supervision
  28 Nov 2017 2 repositories listed
• Accelerating Cross-Validation in Multinomial Logistic Regression with ℓ₁-Regularization
  15 Nov 2017 2 repositories listed
• Interpretation of Neural Networks is Fragile
  29 Oct 2017 2 repositories listed Syntology 1 ran (of which 0 constructed an object rather than computing a result; 1 with no instrument failure: 0 honoured, 0 violated, 1 with no contract checked; 0 where Syntology's instrument failed) · 4 unverified (of 5 harvested samples)
• PassGAN: A Deep Learning Approach for Password Guessing
  1 Sep 2017 2 repositories listed
• Data-driven Advice for Applying Machine Learning to Bioinformatics Problems
  8 Aug 2017 2 repositories listed
• Persistence Diagrams with Linear Machine Learning Models
  30 Jun 2017 2 repositories listed
• Federated Multi-Task Learning
  30 May 2017 2 repositories listed
• The Cramer Distance as a Solution to Biased Wasserstein Gradients
  30 May 2017 2 repositories listed
• Distributed Statistical Machine Learning in Adversarial Settings: Byzantine Gradient Descent
  16 May 2017 2 repositories listed
• A System for Accessible Artificial Intelligence
  1 May 2017 2 repositories listed
• Real-Time Machine Learning: The Missing Pieces
  11 Mar 2017 2 repositories listed
• Machine Learning on Sequential Data Using a Recurrent Weighted Average
  3 Mar 2017 2 repositories listed Syntology community repositories only · 6 ran (of which 0 constructed an object rather than computing a result; 1 with no instrument failure: 1 honoured, 0 violated, 0 with no contract checked; 5 where Syntology's instrument failed) · 0 unverified (of 6 harvested samples) · 6 pointer-only (licence)
• The Unreasonable Effectiveness of Structured Random Orthogonal Embeddings
  2 Mar 2017 2 repositories listed
• eXpose: A Character-Level Convolutional Neural Network with Embeddings For Detecting Malicious URLs, File Paths and Registry Keys
  27 Feb 2017 2 repositories listed
• Supervised Learning of Labeled Pointcloud Differences via Cover-Tree Entropy Reduction
  26 Feb 2017 2 repositories listed
• A learning model to detect maliciousness of portable executable using integrated feature set
  31 Jan 2017 2 repositories listed
• Machine Learning of Linear Differential Equations using Gaussian Processes
  10 Jan 2017 2 repositories listed
• Learning Features of Music from Scratch
  29 Nov 2016 2 repositories listed
• The Freiburg Groceries Dataset
  17 Nov 2016 2 repositories listed
• CoCoA: A General Framework for Communication-Efficient Distributed Optimization
  7 Nov 2016 2 repositories listed
• TorchCraft: a Library for Machine Learning Research on Real-Time Strategy Games
  1 Nov 2016 2 repositories listed Syntology 1 ran (of which 0 constructed an object rather than computing a result; 0 with no instrument failure: 0 honoured, 0 violated, 0 with no contract checked; 1 where Syntology's instrument failed) · 0 unverified (of 1 harvested sample) · 1 pointer-only (licence)
• Driving in the Matrix: Can Virtual Worlds Replace Human-Generated Annotations for Real World Tasks?
  6 Oct 2016 2 repositories listed
• Imbalanced-learn: A Python Toolbox to Tackle the Curse of Imbalanced Datasets in Machine Learning
  21 Sep 2016 2 repositories listed Syntology official (archive's flag): 4 ran · 4 ran (of which 0 constructed an object rather than computing a result; 0 with no instrument failure: 0 honoured, 0 violated, 0 with no contract checked; 4 where Syntology's instrument failed) · 0 unverified (of 4 harvested samples)
• Technical Report: Towards a Universal Code Formatter through Machine Learning
  28 Jun 2016 2 repositories listed
• Theoretical Robopsychology: Samu Has Learned Turing Machines
  8 Jun 2016 2 repositories listed
• TensorFlow: A system for large-scale machine learning
  27 May 2016 2 repositories listed Syntology official (archive's flag): 3 ran · 3 ran (of which 0 constructed an object rather than computing a result; 1 with no instrument failure: 0 honoured, 0 violated, 1 with no contract checked; 2 where Syntology's instrument failed) · 0 unverified (of 3 harvested samples)
• Directional Statistics in Machine Learning: a Brief Review
  1 May 2016 2 repositories listed Syntology 1 ran (of which 0 constructed an object rather than computing a result; 1 with no instrument failure: 0 honoured, 0 violated, 1 with no contract checked; 0 where Syntology's instrument failed) · 0 unverified (of 1 harvested sample)
• Molecular Graph Convolutions: Moving Beyond Fingerprints
  2 Mar 2016 2 repositories listed
• Parameterized Machine Learning for High-Energy Physics
  28 Jan 2016 2 repositories listed Syntology 9 ran (of which 0 constructed an object rather than computing a result; 9 with no instrument failure: 0 honoured, 0 violated, 9 with no contract checked; 0 where Syntology's instrument failed) · 0 unverified (of 9 harvested samples)
• MXNet: A Flexible and Efficient Machine Learning Library for Heterogeneous Distributed Systems
  3 Dec 2015 2 repositories listed Syntology 11 ran (of which 0 constructed an object rather than computing a result; 11 with no instrument failure: 0 honoured, 0 violated, 11 with no contract checked; 0 where Syntology's instrument failed) · 3 unverified (of 14 harvested samples)
• Efficient and Robust Automated Machine Learning
  1 Dec 2015 2 repositories listed
• Distillation as a Defense to Adversarial Perturbations against Deep Neural Networks
  14 Nov 2015 2 repositories listed
• Variational Information Maximisation for Intrinsically Motivated Reinforcement Learning
  29 Sep 2015 2 repositories listed
• Strategic Classification
  23 Jun 2015 2 repositories listed
• A Review of Relational Machine Learning for Knowledge Graphs
  2 Mar 2015 2 repositories listed
• Influence Functions for Machine Learning: Nonparametric Estimators for Entropies, Divergences and Mutual Informations
  17 Nov 2014 2 repositories listed
• Hyperopt: A Python Library for Optimizing the Hyperparameters of Machine Learning Algorithms
  12 Dec 2013 2 repositories listed
• Online Portfolio Selection: A Survey
  10 Dec 2012 2 repositories listed
• GraphLab: A New Framework for Parallel Machine Learning
  25 Jun 2010 2 repositories listed
• Dlib-ml: A Machine Learning Toolkit
  1 Jan 2009 2 repositories listed
• Semi-Supervised Regression with Co-Training
  1 Jun 2005 2 repositories listed
• AnalogVNN: A fully modular framework for modeling and optimizing photonic neural networks
  14 Oct 2022 1 repository listed
• Evolutionary bagging for ensemble learning
  4 Aug 2022 1 repository listed
• Neural network accelerator for quantum control
  4 Aug 2022 1 repository listed
• Making a Spiking Net Work: Robust brain-like unsupervised machine learning
  2 Aug 2022 1 repository listed
• Disparate Censorship & Undertesting: A Source of Label Bias in Clinical Machine Learning
  1 Aug 2022 1 repository listed
• Unsupervised machine learning framework for discriminating major variants of concern during COVID-19
  1 Aug 2022 1 repository listed
• Artifact Identification in X-ray Diffraction Data using Machine Learning Methods
  29 Jul 2022 1 repository listed
• Machine Learning and Computer Vision Techniques in Continuous Beehive Monitoring Applications: A survey
  29 Jul 2022 1 repository listed
• Atomic structure generation from reconstructing structural fingerprints
  27 Jul 2022 1 repository listed
• Lifelong DP: Consistently Bounded Differential Privacy in Lifelong Machine Learning
  26 Jul 2022 1 repository listed
• Time Majority Voting, a PC-based EEG Classifier for Non-expert Users
  26 Jul 2022 1 repository listed
• Lifelong Machine Learning of Functionally Compositional Structures
  25 Jul 2022 1 repository listed
• MedML: Fusing Medical Knowledge and Machine Learning Models for Early Pediatric COVID-19 Hospitalization and Severity Prediction
  25 Jul 2022 1 repository listed
• Verifying Fairness in Quantum Machine Learning
  22 Jul 2022 1 repository listed
• Synthetic Dataset Generation for Adversarial Machine Learning Research
  21 Jul 2022 1 repository listed
• Exploration of Parameter Spaces Assisted by Machine Learning
  20 Jul 2022 1 repository listed
• Benchmarking Machine Learning Robustness in Covid-19 Genome Sequence Classification
  18 Jul 2022 1 repository listed
• Robustar: Interactive Toolbox Supporting Precise Data Annotation for Robust Vision Learning
  18 Jul 2022 1 repository listed
• SeLoC-ML: Semantic Low-Code Engineering for Machine Learning Applications in Industrial IoT
  18 Jul 2022 1 repository listed
• Molecular-orbital-based Machine Learning for Open-shell and Multi-reference Systems with Kernel Addition Gaussian Process Regression
  17 Jul 2022 1 repository listed
• Do Not Sleep on Traditional Machine Learning: Simple and Interpretable Techniques Are Competitive to Deep Learning for Sleep Scoring
  15 Jul 2022 1 repository listed
• Instance Selection Mechanisms for Human-in-the-Loop Systems in Few-Shot Learning
  14 Jul 2022 1 repository listed
• PASHA: Efficient HPO and NAS with Progressive Resource Allocation
  14 Jul 2022 1 repository listed Syntology official (archive's flag): 3 ran · 3 ran (of which 0 constructed an object rather than computing a result; 1 with no instrument failure: 0 honoured, 0 violated, 1 with no contract checked; 2 where Syntology's instrument failed) · 5 unverified (of 8 harvested samples)
• Goal-Oriented Sensitivity Analysis of Hyperparameters in Deep Learning
  13 Jul 2022 1 repository listed
• SURIMI: Supervised Radio Map Augmentation with Deep Learning and a Generative Adversarial Network for Fingerprint-based Indoor Positioning
  13 Jul 2022 1 repository listed
• Functional Generalized Empirical Likelihood Estimation for Conditional Moment Restrictions
  11 Jul 2022 1 repository listed Syntology official (archive's flag): 2 ran · 2 ran (of which 0 constructed an object rather than computing a result; 2 with no instrument failure: 0 honoured, 0 violated, 2 with no contract checked; 0 where Syntology's instrument failed) · 2 unverified (of 4 harvested samples)
• Keep your Distance: Determining Sampling and Distance Thresholds in Machine Learning Monitoring
  11 Jul 2022 1 repository listed
• Automating Detection of Papilledema in Pediatric Fundus Images with Explainable Machine Learning
  10 Jul 2022 1 repository listed
• Facilitated machine learning for image-based fruit quality assessment
  10 Jul 2022 1 repository listed
• Supervised Machine Learning for Effective Missile Launch Based on Beyond Visual Range Air Combat Simulations
  9 Jul 2022 1 repository listed
• ENCODE: Encoding NetFlows for Network Anomaly Detection
  8 Jul 2022 1 repository listed
• Preterm Birth Prediction of Pregnant Women in Post Conization Period Using Machine Learning Techniques
  8 Jul 2022 1 repository listed
• TalkToModel: Explaining Machine Learning Models with Interactive Natural Language Conversations
  8 Jul 2022 1 repository listed
• Calibrate to Interpret
  7 Jul 2022 1 repository listed
• HierarchicalForecast: A Reference Framework for Hierarchical Forecasting in Python
  7 Jul 2022 1 repository listed
• A domain-specific language for describing machine learning datasets
  5 Jul 2022 1 repository listed
• Conflicting Interactions Among Protection Mechanisms for Machine Learning Models
  5 Jul 2022 1 repository listed
• The least-control principle for local learning at equilibrium
  4 Jul 2022 1 repository listed Syntology official (archive's flag): 4 ran · 4 ran (of which 0 constructed an object rather than computing a result; 3 with no instrument failure: 0 honoured, 0 violated, 3 with no contract checked; 1 where Syntology's instrument failed) · 0 unverified (of 4 harvested samples) · 4 pointer-only (licence)
• Benchmarking Intersectional Biases in NLP
  1 Jul 2022 1 repository listed
• Deep Learning and Symbolic Regression for Discovering Parametric Equations
  1 Jul 2022 1 repository listed Syntology official (archive's flag): 3 ran · 3 ran (of which 0 constructed an object rather than computing a result; 0 with no instrument failure: 0 honoured, 0 violated, 0 with no contract checked; 3 where Syntology's instrument failed) · 0 unverified (of 3 harvested samples) · 3 pointer-only (licence)
• Evaluating the Explainers: Black-Box Explainable Machine Learning for Student Success Prediction in MOOCs
  1 Jul 2022 1 repository listed Syntology official (archive's flag): 3 ran · 3 ran (of which 0 constructed an object rather than computing a result; 1 with no instrument failure: 1 honoured, 0 violated, 0 with no contract checked; 2 where Syntology's instrument failed) · 0 unverified (of 3 harvested samples)
• Learning Lattice Quantum Field Theories with Equivariant Continuous Flows
  1 Jul 2022 1 repository listed Syntology official (archive's flag): 1 ran · 1 ran (of which 0 constructed an object rather than computing a result; 0 with no instrument failure: 0 honoured, 0 violated, 0 with no contract checked; 1 where Syntology's instrument failed) · 1 unverified (of 2 harvested samples)
• ZenoPS: A Distributed Learning System Integrating Communication Efficiency and Security
  1 Jul 2022 1 repository listed
• Threat Assessment in Machine Learning based Systems
  30 Jun 2022 1 repository listed
• Private Graph Extraction via Feature Explanations
  29 Jun 2022 1 repository listed
• Smart Data Collection System for Brownfield CNC Milling Machines: A New Benchmark Dataset for Data-Driven Machine Monitoring
  29 Jun 2022 1 repository listed
• BAGEL: A Benchmark for Assessing Graph Neural Network Explanations
  28 Jun 2022 1 repository listed Syntology official (archive's flag): 3 ran · 3 ran (of which 0 constructed an object rather than computing a result; 3 with no instrument failure: 1 honoured, 2 violated, 0 with no contract checked; 0 where Syntology's instrument failed) · 1 unverified (of 4 harvested samples)
• An Empirical Study of Personalized Federated Learning
  27 Jun 2022 1 repository listed Syntology official (archive's flag): 7 ran · 7 ran (of which 0 constructed an object rather than computing a result; 7 with no instrument failure: 0 honoured, 0 violated, 7 with no contract checked; 0 where Syntology's instrument failed) · 5 unverified (of 12 harvested samples)
• Pen and Paper Exercises in Machine Learning
  27 Jun 2022 1 repository listed
• Noise-aware Physics-informed Machine Learning for Robust PDE Discovery
  26 Jun 2022 1 repository listed
• Is your model predicting the past?
  23 Jun 2022 1 repository listed Syntology official (archive's flag): 2 ran · 2 ran (of which 0 constructed an object rather than computing a result; 0 with no instrument failure: 0 honoured, 0 violated, 0 with no contract checked; 2 where Syntology's instrument failed) · 1 unverified (of 3 harvested samples)
• Physics-informed machine learning with differentiable programming for heterogeneous underground reservoir pressure management
  21 Jun 2022 1 repository listed
• MetaGL: Evaluation-Free Selection of Graph Learning Models via Meta-Learning
  18 Jun 2022 1 repository listed Syntology official (archive's flag): 6 ran · 6 ran (of which 0 constructed an object rather than computing a result; 6 with no instrument failure: 0 honoured, 0 violated, 6 with no contract checked; 0 where Syntology's instrument failed) · 1 unverified (of 7 harvested samples)
• Random projections and Kernelised Leave One Cluster Out Cross-Validation: Universal baselines and evaluation tools for supervised machine learning for materials properties
  17 Jun 2022 1 repository listed
• SYMBA: Symbolic Computation of Squared Amplitudes in High Energy Physics with Machine Learning
  17 Jun 2022 1 repository listed
• The Open Catalyst 2022 (OC22) Dataset and Challenges for Oxide Electrocatalysts
  17 Jun 2022 1 repository listed Syntology official (archive's flag): 3 ran · 3 ran (of which 0 constructed an object rather than computing a result; 3 with no instrument failure: 0 honoured, 0 violated, 3 with no contract checked; 0 where Syntology's instrument failed) · 1 unverified (of 4 harvested samples) · 4 pointer-only (licence)

Syntology lines on 19 of the papers shown; no Syntology record for the others (a paper without an arXiv id cannot be joined to the graph, and absence from the graph layer is not a recorded non-run). “Ran” means the sample executed on a synthesized fixture, not that the paper's result was reproduced; each line links to that paper's sample list. Syntology's record for this page has not changed since 2026-09-28, the first build that kept a record date for it; when this build read Syntology's graph is in the build record. For agents: get_harvested_code_for_paper(arxiv_id) lists each paper's samples; how to connect.