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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 91 of 101: papers 9,001 to 9,100 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.

• N-gram and Neural Language Models for Discriminating Similar Languages
  11 Aug 2017 0 repositories listed
• What matters in a transferable neural network model for relation classification in the biomedical domain?
  11 Aug 2017 0 repositories listed
• A Machine Learning Approach to Routing
  10 Aug 2017 0 repositories listed
• Beyond the technical challenges for deploying Machine Learning solutions in a software company
  8 Aug 2017 0 repositories listed
• Proceedings of the 2017 ICML Workshop on Human Interpretability in Machine Learning (WHI 2017)
  8 Aug 2017 0 repositories listed
• Machine learning in sentiment reconstruction of the simulated stock market
  6 Aug 2017 0 repositories listed
• Fairness-aware machine learning: a perspective
  2 Aug 2017 0 repositories listed
• Application of machine learning for hematological diagnosis
  1 Aug 2017 0 repositories listed
• Automatic classification of doctor-patient questions for a virtual patient record query task
  1 Aug 2017 0 repositories listed
• DUTH at SemEval-2017 Task 4: A Voting Classification Approach for Twitter Sentiment Analysis
  1 Aug 2017 0 repositories listed
• DUTH at SemEval-2017 Task 5: Sentiment Predictability in Financial Microblogging and News Articles
  1 Aug 2017 0 repositories listed
• ECNU at SemEval-2017 Task 4: Evaluating Effective Features on Machine Learning Methods for Twitter Message Polarity Classification
  1 Aug 2017 0 repositories listed
• ECNU at SemEval-2017 Task 8: Rumour Evaluation Using Effective Features and Supervised Ensemble Models
  1 Aug 2017 0 repositories listed
• Finding Structure in Figurative Language: Metaphor Detection with Topic-based Frames
  1 Aug 2017 0 repositories listed
• GW_QA at SemEval-2017 Task 3: Question Answer Re-ranking on Arabic Fora
  1 Aug 2017 0 repositories listed
• HHU at SemEval-2017 Task 5: Fine-Grained Sentiment Analysis on Financial Data using Machine Learning Methods
  1 Aug 2017 0 repositories listed
• MITRE at SemEval-2017 Task 1: Simple Semantic Similarity
  1 Aug 2017 0 repositories listed
• RIGOTRIO at SemEval-2017 Task 9: Combining Machine Learning and Grammar Engineering for AMR Parsing and Generation
  1 Aug 2017 0 repositories listed
• TrentoTeam at SemEval-2017 Task 3: An application of Grice Maxims in Ranking Community Question Answers
  1 Aug 2017 0 repositories listed
• Quantum Privacy-Preserving Perceptron
  31 Jul 2017 0 repositories listed
• MLBench: How Good Are Machine Learning Clouds for Binary Classification Tasks on Structured Data?
  29 Jul 2017 0 repositories listed
• Review of Machine Learning Algorithms in Differential Expression Analysis
  28 Jul 2017 0 repositories listed
• A Robust Multi-Batch L-BFGS Method for Machine Learning
  26 Jul 2017 0 repositories listed
• Context-Independent Polyphonic Piano Onset Transcription with an Infinite Training Dataset
  26 Jul 2017 0 repositories listed
• Quantum machine learning: a classical perspective
  26 Jul 2017 0 repositories listed
• Relational Learning and Feature Extraction by Querying over Heterogeneous Information Networks
  25 Jul 2017 0 repositories listed
• Desensitized RDCA Subspaces for Compressive Privacy in Machine Learning
  24 Jul 2017 0 repositories listed
• Health Analytics: a systematic review of approaches to detect phenotype cohorts using electronic health records
  24 Jul 2017 0 repositories listed
• Predicting the Gender of Indonesian Names
  22 Jul 2017 0 repositories listed
• Machine Learning for Structured Clinical Data
  21 Jul 2017 0 repositories listed
• Machine Teaching: A New Paradigm for Building Machine Learning Systems
  21 Jul 2017 0 repositories listed
• Decoupled classifiers for fair and efficient machine learning
  20 Jul 2017 0 repositories listed
• Machine Learning for Quantum Dynamics: Deep Learning of Excitation Energy Transfer Properties
  20 Jul 2017 0 repositories listed
• Generic Black-Box End-to-End Attack Against State of the Art API Call Based Malware Classifiers
  19 Jul 2017 0 repositories listed
• Sentence-level quality estimation by predicting HTER as a multi-component metric
  19 Jul 2017 0 repositories listed
• A Machine Learning Approach for Evaluating Creative Artifacts
  18 Jul 2017 0 repositories listed
• Hashed Binary Search Sampling for Convolutional Network Training with Large Overhead Image Patches
  18 Jul 2017 0 repositories listed
• Comparative Performance Analysis of Neural Networks Architectures on H2O Platform for Various Activation Functions
  16 Jul 2017 0 repositories listed
• Improving Naive Bayes for Regression with Optimised Artificial Surrogate Data
  16 Jul 2017 0 repositories listed
• Machine learning application in online lending risk prediction
  16 Jul 2017 0 repositories listed
• Minimax deviation strategies for machine learning and recognition with short learning samples
  16 Jul 2017 0 repositories listed
• Capturing the diversity of biological tuning curves using generative adversarial networks
  14 Jul 2017 0 repositories listed
• Predictive Liability Models and Visualizations of High Dimensional Retail Employee Data
  14 Jul 2017 0 repositories listed
• Elephant Search with Deep Learning for Microarray Data Analysis
  12 Jul 2017 0 repositories listed
• A Survey on Resilient Machine Learning
  11 Jul 2017 0 repositories listed
• Creatism: A deep-learning photographer capable of creating professional work
  11 Jul 2017 0 repositories listed
• A Machine Learning Based Intrusion Detection System for Software Defined 5G Network
  10 Jul 2017 0 repositories listed
• Learning in High-Dimensional Multimedia Data: The State of the Art
  10 Jul 2017 0 repositories listed
• An Interactive Tool for Natural Language Processing on Clinical Text
  6 Jul 2017 0 repositories listed
• High-Performance FPGA Implementation of Equivariant Adaptive Separation via Independence Algorithm for Independent Component Analysis
  6 Jul 2017 0 repositories listed
• Employee turnover prediction and retention policies design: a case study
  5 Jul 2017 0 repositories listed
• Machine Learning, Deepest Learning: Statistical Data Assimilation Problems
  5 Jul 2017 0 repositories listed
• Machine-Learning Tests for Effects on Multiple Outcomes
  5 Jul 2017 0 repositories listed
• Stochastic, Distributed and Federated Optimization for Machine Learning
  4 Jul 2017 0 repositories listed
• Fair Pipelines
  3 Jul 2017 0 repositories listed
• Dimensionality reduction with missing values imputation
  2 Jul 2017 0 repositories listed
• Multimodal Machine Learning: Integrating Language, Vision and Speech
  1 Jul 2017 0 repositories listed
• Interpretability via Model Extraction
  29 Jun 2017 0 repositories listed
• Machine Learning Approaches to Energy Consumption Forecasting in Households
  29 Jun 2017 0 repositories listed
• autoBagging: Learning to Rank Bagging Workflows with Metalearning
  28 Jun 2017 0 repositories listed
• Data-driven Natural Language Generation: Paving the Road to Success
  28 Jun 2017 0 repositories listed
• HTM-MAT: An online prediction software toolbox based on cortical machine learning algorithm
  28 Jun 2017 0 repositories listed
• On conditional parity as a notion of non-discrimination in machine learning
  26 Jun 2017 0 repositories listed
• Optimal choice: new machine learning problem and its solution
  26 Jun 2017 0 repositories listed
• The Fog of War: A Machine Learning Approach to Forecasting Weather on Mars
  26 Jun 2017 0 repositories listed
• MAGIX: Model Agnostic Globally Interpretable Explanations
  22 Jun 2017 0 repositories listed
• A hybrid supervised/unsupervised machine learning approach to solar flare prediction
  21 Jun 2017 0 repositories listed
• The Theory is Predictive, but is it Complete? An Application to Human Perception of Randomness
  21 Jun 2017 0 repositories listed
• Deep Learning in (and of) Agent-Based Models: A Prospectus
  20 Jun 2017 0 repositories listed
• RARD: The Related-Article Recommendation Dataset
  20 Jun 2017 0 repositories listed
• Logics and practices of transparency and opacity in real-world applications of public sector machine learning
  19 Jun 2017 0 repositories listed
• Adiabatic Quantum Computing for Binary Clustering
  17 Jun 2017 0 repositories listed
• Machine Learning in Appearance-based Robot Self-localization
  17 Jun 2017 0 repositories listed
• AI-Powered Social Bots
  16 Jun 2017 0 repositories listed
• Identifying Condition-Action Statements in Medical Guidelines Using Domain-Independent Features
  13 Jun 2017 0 repositories listed
• Context encoding enables machine learning-based quantitative photoacoustics
  12 Jun 2017 0 repositories listed
• Deep EHR: A Survey of Recent Advances in Deep Learning Techniques for Electronic Health Record (EHR) Analysis
  12 Jun 2017 0 repositories listed
• Comparative Analysis of Open Source Frameworks for Machine Learning with Use Case in Single-Threaded and Multi-Threaded Modes
  7 Jun 2017 0 repositories listed
• Online Adaptive Machine Learning Based Algorithm for Implied Volatility Surface Modeling
  6 Jun 2017 0 repositories listed
• Bayesian LSTMs in medicine
  5 Jun 2017 0 repositories listed
• Multi-Observation Elicitation
  5 Jun 2017 0 repositories listed
• Evolving imputation strategies for missing data in classification problems with TPOT
  4 Jun 2017 0 repositories listed
• Financial Series Prediction: Comparison Between Precision of Time Series Models and Machine Learning Methods
  3 Jun 2017 0 repositories listed
• Swarm Intelligence in Semi-supervised Classification
  3 Jun 2017 0 repositories listed
• Facies classification from well logs using an inception convolutional network
  2 Jun 2017 0 repositories listed
• Beyond Volume: The Impact of Complex Healthcare Data on the Machine Learning Pipeline
  1 Jun 2017 0 repositories listed
• Krylov Subspace Recycling for Fast Iterative Least-Squares in Machine Learning
  1 Jun 2017 0 repositories listed
• Bayesian fairness
  31 May 2017 0 repositories listed
• Feature Extraction for Machine Learning Based Crackle Detection in Lung Sounds from a Health Survey
  31 May 2017 0 repositories listed
• The ALAMO approach to machine learning
  31 May 2017 0 repositories listed
• Solving the Conjugacy Decision Problem via Machine Learning
  30 May 2017 0 repositories listed
• Machine Learned Learning Machines
  29 May 2017 0 repositories listed
• Machine learning for graph-based representations of three-dimensional discrete fracture networks
  27 May 2017 0 repositories listed
• Automatic Response Assessment in Regions of Language Cortex in Epilepsy Patients Using ECoG-based Functional Mapping and Machine Learning
  26 May 2017 0 repositories listed
• Multimodal Machine Learning: A Survey and Taxonomy
  26 May 2017 0 repositories listed
• Optimal Cooperative Inference
  24 May 2017 0 repositories listed
• Ambiguity set and learning via Bregman and Wasserstein
  23 May 2017 0 repositories listed
• Effective injury forecasting in soccer with GPS training data and machine learning
  23 May 2017 0 repositories listed
• Learning to Succeed while Teaching to Fail: Privacy in Closed Machine Learning Systems
  23 May 2017 0 repositories listed
• Patchnet: Interpretable Neural Networks for Image Classification
  23 May 2017 0 repositories listed