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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 24 of 101: papers 2,301 to 2,400 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.

• Bidirectional Recurrent Neural Networks for Medical Event Detection in Electronic Health Records
  25 Jun 2016 1 repository listed
• The VGLC: The Video Game Level Corpus
  23 Jun 2016 1 repository listed Syntology official (archive's flag): 1 ran · 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)
• Concrete Problems in AI Safety
  21 Jun 2016 1 repository listed
• Data-driven HR - Résumé Analysis Based on Natural Language Processing and Machine Learning
  17 Jun 2016 1 repository listed
• Time for a change: a tutorial for comparing multiple classifiers through Bayesian analysis
  14 Jun 2016 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) · 0 unverified (of 2 harvested samples) · 2 pointer-only (licence)
• ROCS-Derived Features for Virtual Screening
  6 Jun 2016 1 repository listed
• Towards a Job Title Classification System
  2 Jun 2016 1 repository listed
• Unified Framework for Quantification
  2 Jun 2016 1 repository listed
• Supervised Machine Learning for Hybrid Meter
  1 Jun 2016 1 repository listed
• CYCLADES: Conflict-free Asynchronous Machine Learning
  31 May 2016 1 repository listed
• Fast Bayesian Optimization of Machine Learning Hyperparameters on Large Datasets
  23 May 2016 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: 1 honoured, 1 violated, 0 with no contract checked; 0 where Syntology's instrument failed) · 1 unverified (of 3 harvested samples)
• Theano: A Python framework for fast computation of mathematical expressions
  9 May 2016 1 repository listed
• Crafting Adversarial Input Sequences for Recurrent Neural Networks
  28 Apr 2016 1 repository 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)
• Detecting state of aggression in sentences using CNN
  22 Apr 2016 1 repository listed
• Dataflow Matrix Machines as a Generalization of Recurrent Neural Networks
  29 Mar 2016 1 repository listed
• Automating biomedical data science through tree-based pipeline optimization
  28 Jan 2016 1 repository listed
• ExploreKit: Automatic Feature Generation and Selection
  1 Jan 2016 1 repository listed
• An Introduction to Convolutional Neural Networks
  26 Nov 2015 1 repository listed
• CNNdroid: GPU-Accelerated Execution of Trained Deep Convolutional Neural Networks on Android
  23 Nov 2015 1 repository listed
• Return of Frustratingly Easy Domain Adaptation
  17 Nov 2015 1 repository listed Syntology 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) · 0 unverified (of 2 harvested samples)
• Sacrificing information for the greater good: how to select photometric bands for optimal accuracy
  17 Nov 2015 1 repository listed
• Robust Registration of Calcium Images by Learned Contrast Synthesis
  3 Nov 2015 1 repository listed
• Large-scale probabilistic predictors with and without guarantees of validity
  1 Nov 2015 1 repository listed Syntology 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) · 0 unverified (of 3 harvested samples)
• Gaussian Process Random Fields
  31 Oct 2015 1 repository listed
• Improving Back-Propagation by Adding an Adversarial Gradient
  14 Oct 2015 1 repository listed
• Distilling Model Knowledge
  8 Oct 2015 1 repository listed
• Cross-Device Tracking: Matching Devices and Cookies
  5 Oct 2015 1 repository listed
• A Primer on Neural Network Models for Natural Language Processing
  2 Oct 2015 1 repository listed
• Machine Learning Model of the Swift/BAT Trigger Algorithm for Long GRB Population Studies
  3 Sep 2015 1 repository listed
• The Mondrian Process for Machine Learning
  18 Jul 2015 1 repository listed
• fastFM: A Library for Factorization Machines
  4 May 2015 1 repository listed
• Ultra-large alignments using Phylogeny-aware Profiles
  5 Apr 2015 1 repository listed
• apsis - Framework for Automated Optimization of Machine Learning Hyper Parameters
  10 Mar 2015 1 repository listed
• Supplementary Material for Efficient and Robust Automated Machine Learning
  1 Jan 2015 1 repository listed
• Machine Learning for Neuroimaging with Scikit-Learn
  12 Dec 2014 1 repository listed
• MLitB: Machine Learning in the Browser
  8 Dec 2014 1 repository listed
• Easy Hyperparameter Search Using Optunity
  2 Dec 2014 1 repository listed
• The New Approach on Fuzzy Decision Trees
  13 Aug 2014 1 repository listed
• OpenML: networked science in machine learning
  29 Jul 2014 1 repository listed
• Robust Optimization using Machine Learning for Uncertainty Sets
  4 Jul 2014 1 repository listed
• Freeze-Thaw Bayesian Optimization
  16 Jun 2014 1 repository listed Syntology 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) · 1 unverified (of 3 harvested samples)
• Deep Learning in Neural Networks: An Overview
  30 Apr 2014 1 repository listed
• An Empirical Investigation of Catastrophic Forgetting in Gradient-Based Neural Networks
  21 Dec 2013 1 repository listed
• A Note on k-support Norm Regularized Risk Minimization
  26 Mar 2013 1 repository listed
• Machine learning of hierarchical clustering to segment 2D and 3D images
  25 Mar 2013 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) · 0 unverified (of 1 harvested sample)
• Auto-WEKA: Combined Selection and Hyperparameter Optimization of Classification Algorithms
  18 Aug 2012 1 repository listed
• UWashington: Negation Resolution using Machine Learning Methods
  1 Jul 2012 1 repository listed
• Behavioral Factors in Interactive Training of Text Classifiers
  1 Jun 2012 1 repository listed
• mlpy: Machine Learning Python
  29 Feb 2012 1 repository listed
• b-Bit Minwise Hashing for Large-Scale Linear SVM
  23 May 2011 1 repository listed
• Introduction to Machine Learning: Class Notes 67577
  23 Apr 2009 1 repository listed
• Faster and better: a machine learning approach to corner detection
  14 Oct 2008 1 repository listed
• (1,1)-Cluster Editing is Polynomial-time Solvable
  14 Oct 2022 0 repositories listed
• A Lightweight Machine Learning Pipeline for LiDAR-simulation
  5 Aug 2022 0 repositories listed
• Discover the Mysteries of the Maya: Selected Contributions from the Machine Learning Challenge & The Discovery Challenge Workshop at ECML PKDD 2021
  5 Aug 2022 0 repositories listed
• Explanation of Machine Learning Models of Colon Cancer Using SHAP Considering Interaction Effects
  5 Aug 2022 0 repositories listed
• Machine Learning and Bioinformatics for Diagnosis Analysis of Obesity Spectrum Disorders
  5 Aug 2022 0 repositories listed
• Tailoring to the Tails: Risk Measures for Fine-Grained Tail Sensitivity
  5 Aug 2022 0 repositories listed
• Privacy-Preserving Chaotic Extreme Learning Machine with Fully Homomorphic Encryption
  4 Aug 2022 0 repositories listed
• Active Learning on a Programmable Photonic Quantum Processor
  3 Aug 2022 0 repositories listed
• Design of secure and robust cognitive system for malware detection
  3 Aug 2022 0 repositories listed
• Integrated Sensing and Communication for 6G: Ten Key Machine Learning Roles
  3 Aug 2022 0 repositories listed
• Machine learning optimization of Majorana hybrid nanowires
  3 Aug 2022 0 repositories listed
• BPMN4sML: A BPMN Extension for Serverless Machine Learning. Technology Independent and Interoperable Modeling of Machine Learning Workflows and their Serverless Deployment Orchestration
  2 Aug 2022 0 repositories listed
• Flood Prediction Using Machine Learning Models
  2 Aug 2022 0 repositories listed
• No Pattern, No Recognition: a Survey about Reproducibility and Distortion Issues of Text Clustering and Topic Modeling
  2 Aug 2022 0 repositories listed
• Unravelling Interlanguage Facts via Explainable Machine Learning
  2 Aug 2022 0 repositories listed
• What can we Learn by Predicting Accuracy?
  2 Aug 2022 0 repositories listed
• CircuitNet: An Open-Source Dataset for Machine Learning Applications in Electronic Design Automation (EDA)
  1 Aug 2022 0 repositories listed
• Efficient Personalized Learning for Wearable Health Applications using HyperDimensional Computing
  1 Aug 2022 0 repositories listed
• Physics-informed Machine Learning of Parameterized Fundamental Diagrams
  1 Aug 2022 0 repositories listed
• DNNShield: Dynamic Randomized Model Sparsification, A Defense Against Adversarial Machine Learning
  31 Jul 2022 0 repositories listed
• Formal guarantees for heuristic optimization algorithms used in machine learning
  31 Jul 2022 0 repositories listed
• Decentralized Machine Learning for Intelligent Health Care Systems on the Computing Continuum
  29 Jul 2022 0 repositories listed
• Leveraging Explanations in Interactive Machine Learning: An Overview
  29 Jul 2022 0 repositories listed
• Open-radiomics: A Collection of Standardized Datasets and a Technical Protocol for Reproducible Radiomics Machine Learning Pipelines
  29 Jul 2022 0 repositories listed
• Adaptive Second Order Coresets for Data-efficient Machine Learning
  28 Jul 2022 0 repositories listed
• Dive into Machine Learning Algorithms for Influenza Virus Host Prediction with Hemagglutinin Sequences
  28 Jul 2022 0 repositories listed
• Federated Learning for IoUT: Concepts, Applications, Challenges and Opportunities
  28 Jul 2022 0 repositories listed
• Learning unseen coexisting attractors
  28 Jul 2022 0 repositories listed
• Fairness and Randomness in Machine Learning: Statistical Independence and Relativization
  27 Jul 2022 0 repositories listed
• Learning the Evolution of Correlated Stochastic Power System Dynamics
  27 Jul 2022 0 repositories listed
• Exploring the Design of Adaptation Protocols for Improved Generalization and Machine Learning Safety
  26 Jul 2022 0 repositories listed
• Physics Embedded Machine Learning for Electromagnetic Data Imaging
  26 Jul 2022 0 repositories listed
• Machine Learning to Predict the Antimicrobial Activity of Cold Atmospheric Plasma-Activated Liquids
  25 Jul 2022 0 repositories listed
• Overview of the Shared Task on Fake News Detection in Urdu at FIRE 2020
  25 Jul 2022 0 repositories listed
• Transition1x -- a Dataset for Building Generalizable Reactive Machine Learning Potentials
  25 Jul 2022 0 repositories listed
• UrduFake@FIRE2020: Shared Track on Fake News Identification in Urdu
  25 Jul 2022 0 repositories listed
• Federated Graph Machine Learning: A Survey of Concepts, Techniques, and Applications
  24 Jul 2022 0 repositories listed
• Supporting peace negotiations in the Yemen war through machine learning
  23 Jul 2022 0 repositories listed
• Machine Learning Modeling to Evaluate the Value of Football Players
  22 Jul 2022 0 repositories listed
• Privacy and Transparency in Graph Machine Learning: A Unified Perspective
  22 Jul 2022 0 repositories listed
• Statistical Hypothesis Testing Based on Machine Learning: Large Deviations Analysis
  22 Jul 2022 0 repositories listed
• Towards Fairness-Aware Multi-Objective Optimization
  22 Jul 2022 0 repositories listed
• BigIssue: A Realistic Bug Localization Benchmark
  21 Jul 2022 0 repositories listed
• Comparative Study on Supervised versus Semi-supervised Machine Learning for Anomaly Detection of In-vehicle CAN Network
  21 Jul 2022 0 repositories listed
• Heterogeneous Ensemble Learning for Enhanced Crash Forecasts -- A Frequentest and Machine Learning based Stacking Framework
  21 Jul 2022 0 repositories listed
• Interpretable Boosted Decision Tree Analysis for the Majorana Demonstrator
  21 Jul 2022 0 repositories listed
• Unsupervised Legendre-Galerkin Neural Network for Singularly Perturbed Partial Differential Equations
  21 Jul 2022 0 repositories listed
• Automated machine learning for borehole resistivity measurements
  20 Jul 2022 0 repositories listed

Syntology lines on 8 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.