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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 82 of 101: papers 8,101 to 8,200 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.

• Towards Explainable NLP: A Generative Explanation Framework for Text Classification
  1 Nov 2018 0 repositories listed
• Towards learning-to-learn
  1 Nov 2018 0 repositories listed
• Towards making NLG a voice for interpretable Machine Learning
  1 Nov 2018 0 repositories listed
• An Interdisciplinary Comparison of Sequence Modeling Methods for Next-Element Prediction
  31 Oct 2018 0 repositories listed
• Crowdsourcing with Fairness, Diversity and Budget Constraints
  31 Oct 2018 0 repositories listed
• Multimodal Machine Learning for Automated ICD Coding
  31 Oct 2018 0 repositories listed
• An Amalgamation of Classical and Quantum Machine Learning For the Classification of Adenocarcinoma and Squamous Cell Carcinoma Patients
  29 Oct 2018 0 repositories listed
• Conditionals in Homomorphic Encryption and Machine Learning Applications
  29 Oct 2018 0 repositories listed
• Gradual Machine Learning for Entity Resolution
  29 Oct 2018 0 repositories listed
• Learning to Teach with Dynamic Loss Functions
  29 Oct 2018 0 repositories listed
• Using Machine Learning to Predict the Evolution of Physics Research
  29 Oct 2018 0 repositories listed
• Active Learning of Uniformly Accurate Inter-atomic Potentials for Materials Simulation
  28 Oct 2018 0 repositories listed
• Distributive Dynamic Spectrum Access through Deep Reinforcement Learning: A Reservoir Computing Based Approach
  28 Oct 2018 0 repositories listed
• Learning with Analytical Models
  28 Oct 2018 0 repositories listed
• Machine Learning in Network Centrality Measures: Tutorial and Outlook
  28 Oct 2018 0 repositories listed
• MCA-based Rule Mining Enables Interpretable Inference in Clinical Psychiatry
  26 Oct 2018 0 repositories listed
• Real-time Context-aware Learning System for IoT Applications
  26 Oct 2018 0 repositories listed
• Automated Process Incorporating Machine Learning Segmentation and Correlation of Oral Diseases with Systemic Health
  25 Oct 2018 0 repositories listed
• GAN Augmentation: Augmenting Training Data using Generative Adversarial Networks
  25 Oct 2018 0 repositories listed
• Investigating the Automatic Classification of Algae Using Fusion of Spectral and Morphological Characteristics of Algae via Deep Residual Learning
  25 Oct 2018 0 repositories listed
• Law and Adversarial Machine Learning
  25 Oct 2018 0 repositories listed
• On the dissection of degenerate cosmologies with machine learning
  25 Oct 2018 0 repositories listed
• Provable Gaussian Embedding with One Observation
  25 Oct 2018 0 repositories listed
• Some Requests for Machine Learning Research from the East African Tech Scene
  25 Oct 2018 0 repositories listed
• Adversarial Machine Learning And Speech Emotion Recognition: Utilizing Generative Adversarial Networks For Robustness
  24 Oct 2018 0 repositories listed
• Machine Learning Algorithms for Classification of Microcirculation Images from Septic and Non-Septic Patients
  24 Oct 2018 0 repositories listed
• Analysis of Atomistic Representations Using Weighted Skip-Connections
  23 Oct 2018 0 repositories listed
• Automatic Full Compilation of Julia Programs and ML Models to Cloud TPUs
  23 Oct 2018 0 repositories listed
• Feasibility of Supervised Machine Learning for Cloud Security
  23 Oct 2018 0 repositories listed
• Machine Learning Accelerated Likelihood-Free Event Reconstruction in Dark Matter Direct Detection
  23 Oct 2018 0 repositories listed
• Machine Learning for Anomaly Detection and Categorization in Multi-cloud Environments
  23 Oct 2018 0 repositories listed
• Preprocessor Selection for Machine Learning Pipelines
  23 Oct 2018 0 repositories listed
• What can AI do for me: Evaluating Machine Learning Interpretations in Cooperative Play
  23 Oct 2018 0 repositories listed
• Automatically Detecting Self-Reported Birth Defect Outcomes on Twitter for Large-scale Epidemiological Research
  22 Oct 2018 0 repositories listed
• Ensemble Method for Censored Demand Prediction
  22 Oct 2018 0 repositories listed
• Transferable and Configurable Audio Adversarial Attack from Low-Level Features
  22 Oct 2018 0 repositories listed
• Challenge AI Mind: A Crowd System for Proactive AI Testing
  21 Oct 2018 0 repositories listed
• Deep multi-survey classification of variable stars
  21 Oct 2018 0 repositories listed
• Depth with Nonlinearity Creates No Bad Local Minima in ResNets
  21 Oct 2018 0 repositories listed
• Runtime Concurrency Control and Operation Scheduling for High Performance Neural Network Training
  21 Oct 2018 0 repositories listed
• Autonomous Self-Explanation of Behavior for Interactive Reinforcement Learning Agents
  20 Oct 2018 0 repositories listed
• The Frontiers of Fairness in Machine Learning
  20 Oct 2018 0 repositories listed
• A Model Parallel Proximal Stochastic Gradient Algorithm for Partially Asynchronous Systems
  19 Oct 2018 0 repositories listed
• Exchangeability and Kernel Invariance in Trained MLPs
  19 Oct 2018 0 repositories listed
• Malicious Web Domain Identification using Online Credibility and Performance Data by Considering the Class Imbalance Issue
  19 Oct 2018 0 repositories listed
• Simulations meet Machine Learning in Structural Biology
  19 Oct 2018 0 repositories listed
• Using Machine Learning to reduce the energy wasted in Volunteer Computing Environments
  19 Oct 2018 0 repositories listed
• Finding the best design parameters for optical nanostructures using reinforcement learning
  18 Oct 2018 0 repositories listed
• First-order and second-order variants of the gradient descent in a unified framework
  18 Oct 2018 0 repositories listed
• Thermodynamics and Feature Extraction by Machine Learning
  18 Oct 2018 0 repositories listed
• Distributed Learning over Unreliable Networks
  17 Oct 2018 0 repositories listed
• Fault Tolerance in Iterative-Convergent Machine Learning
  17 Oct 2018 0 repositories listed
• Learning to quantify emphysema extent: What labels do we need?
  17 Oct 2018 0 repositories listed
• AutoGraph: Imperative-style Coding with Graph-based Performance
  16 Oct 2018 0 repositories listed
• Automatic event detection in microblogs using incremental machine learning
  16 Oct 2018 0 repositories listed
• Creating a New Persian Poet Based on Machine Learning
  16 Oct 2018 0 repositories listed
• Multiparty Dynamics and Failure Modes for Machine Learning and Artificial Intelligence
  16 Oct 2018 0 repositories listed
• Packaging and Sharing Machine Learning Models via the Acumos AI Open Platform
  16 Oct 2018 0 repositories listed
• Security Matters: A Survey on Adversarial Machine Learning
  16 Oct 2018 0 repositories listed
• PRETZEL: Opening the Black Box of Machine Learning Prediction Serving Systems
  14 Oct 2018 0 repositories listed
• Topographic Representation for Quantum Machine Learning
  13 Oct 2018 0 repositories listed
• Deep Learning for Image Denoising: A Survey
  11 Oct 2018 0 repositories listed
• AI Learns to Recognize Bengali Handwritten Digits: Bengali.AI Computer Vision Challenge 2018
  10 Oct 2018 0 repositories listed
• Multi-class Classification Model Inspired by Quantum Detection Theory
  10 Oct 2018 0 repositories listed
• Response to Comment on "All-optical machine learning using diffractive deep neural networks"
  10 Oct 2018 0 repositories listed
• Building a Reproducible Machine Learning Pipeline
  9 Oct 2018 0 repositories listed
• Enabling Cognitive Smart Cities Using Big Data and Machine Learning: Approaches and Challenges
  9 Oct 2018 0 repositories listed
• Rethinking multiscale cardiac electrophysiology with machine learning and predictive modelling
  9 Oct 2018 0 repositories listed
• CHOPT : Automated Hyperparameter Optimization Framework for Cloud-Based Machine Learning Platforms
  8 Oct 2018 0 repositories listed
• Effective Parallelisation for Machine Learning
  8 Oct 2018 0 repositories listed
• Meta-Learning: A Survey
  8 Oct 2018 0 repositories listed
• Neural Networks Models for Analyzing Magic: the Gathering Cards
  8 Oct 2018 0 repositories listed
• NSML: Meet the MLaaS platform with a real-world case study
  8 Oct 2018 0 repositories listed
• The 30-Year Cycle In The AI Debate
  8 Oct 2018 0 repositories listed
• Toward Understanding the Impact of Staleness in Distributed Machine Learning
  8 Oct 2018 0 repositories listed
• A Machine Learning Approach to Persian Text Readability Assessment Using a Crowdsourced Dataset
  7 Oct 2018 0 repositories listed
• Hybrid Active Inference
  5 Oct 2018 0 repositories listed
• Statistical Optimality of Interpolated Nearest Neighbor Algorithms
  5 Oct 2018 0 repositories listed
• A Machine Learning-based Recommendation System for Swaptions Strategies
  4 Oct 2018 0 repositories listed
• Generalizing the theory of cooperative inference
  4 Oct 2018 0 repositories listed
• Machine learning electron correlation in a disordered medium
  4 Oct 2018 0 repositories listed
• Weakly-Convex Concave Min-Max Optimization: Provable Algorithms and Applications in Machine Learning
  4 Oct 2018 0 repositories listed
• Analysis of Diffractive Optical Neural Networks and Their Integration with Electronic Neural Networks
  3 Oct 2018 0 repositories listed
• Can everyday AI be ethical. Fairness of Machine Learning Algorithms
  3 Oct 2018 0 repositories listed
• Learning an internal representation of the end-effector configuration space
  3 Oct 2018 0 repositories listed
• Machine learning for accelerating effective property prediction for poroelasticity problem in stochastic media
  3 Oct 2018 0 repositories listed
• Machine Learning Suites for Online Toxicity Detection
  3 Oct 2018 0 repositories listed
• Sum decomposition of divergence into three divergences
  3 Oct 2018 0 repositories listed
• Adversarial Examples - A Complete Characterisation of the Phenomenon
  2 Oct 2018 0 repositories listed
• Machine learning for estimation of building energy consumption and performance
  2 Oct 2018 0 repositories listed
• A hybrid pipeline of rules and machine learning to filter web-crawled parallel corpora
  1 Oct 2018 0 repositories listed
• A Simple Machine Learning Method for Commonsense Reasoning? A Short Commentary on Trinh & Le (2018)
  1 Oct 2018 0 repositories listed
• Boosting Text Classification Performance on Sexist Tweets by Text Augmentation and Text Generation Using a Combination of Knowledge Graphs
  1 Oct 2018 0 repositories listed
• Cost-Sensitive Parallel Learning Framework for Insurance Intelligence Operation
  1 Oct 2018 0 repositories listed
• Detecting Satire in the News with Machine Learning
  1 Oct 2018 0 repositories listed
• Simple and Fast Algorithms for Interactive Machine Learning with Random Counter-examples
  1 Oct 2018 0 repositories listed
• SmartChoices: Hybridizing Programming and Machine Learning
  1 Oct 2018 0 repositories listed
• Somm: Into the Model
  1 Oct 2018 0 repositories listed
• Supervised Machine Learning for Extractive Query Based Summarisation of Biomedical Data
  1 Oct 2018 0 repositories listed
• Thumbs Up and Down: Sentiment Analysis of Medical Online Forums
  1 Oct 2018 0 repositories listed