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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 86 of 101: papers 8,501 to 8,600 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.

• Corpus Conversion Service: A Machine Learning Platform to Ingest Documents at Scale
  24 May 2018 0 repositories listed
• Optimal Algorithms for Continuous Non-monotone Submodular and DR-Submodular Maximization
  24 May 2018 0 repositories listed
• Pooling of Causal Models under Counterfactual Fairness via Causal Judgement Aggregation
  24 May 2018 0 repositories listed
• VisualBackProp for learning using privileged information with CNNs
  24 May 2018 0 repositories listed
• Machine-learning inference of fluid variables from data using reservoir computing
  23 May 2018 0 repositories listed
• Anticipating cryptocurrency prices using machine learning
  22 May 2018 0 repositories listed
• Super learning in the SAS system
  21 May 2018 0 repositories listed
• The Roles of Supervised Machine Learning in Systems Neuroscience
  21 May 2018 0 repositories listed
• Machine Learning for Predictive Analytics of Compute Cluster Jobs
  20 May 2018 0 repositories listed
• Minimax Lower Bounds for Cost Sensitive Classification
  20 May 2018 0 repositories listed
• Reconciled Polynomial Machine: A Unified Representation of Shallow and Deep Learning Models
  19 May 2018 0 repositories listed
• Robust Optimization over Multiple Domains
  19 May 2018 0 repositories listed
• Tell Me Something New: A New Framework for Asynchronous Parallel Learning
  19 May 2018 0 repositories listed
• Can machine learning identify interesting mathematics? An exploration using empirically observed laws
  18 May 2018 0 repositories listed
• Markov Chain Importance Sampling -- a highly efficient estimator for MCMC
  18 May 2018 0 repositories listed
• ScaffoldNet: Detecting and Classifying Biomedical Polymer-Based Scaffolds via a Convolutional Neural Network
  17 May 2018 0 repositories listed
• Composite Semantic Relation Classification
  16 May 2018 0 repositories listed
• Unsupervised Machine Learning Based on Non-Negative Tensor Factorization for Analyzing Reactive-Mixing
  16 May 2018 0 repositories listed
• Corpus Conversion Service: A machine learning platform to ingest documents at scale [Poster abstract]
  15 May 2018 0 repositories listed
• Prediction of Facebook Post Metrics using Machine Learning
  15 May 2018 0 repositories listed
• Machine Learning: Basic Principles
  14 May 2018 0 repositories listed
• The Finite Sample Performance of Treatment Effects Estimators based on the Lasso
  14 May 2018 0 repositories listed
• Distributed Deep Forest and its Application to Automatic Detection of Cash-out Fraud
  11 May 2018 0 repositories listed
• Machine Learning for Public Administration Research, with Application to Organizational Reputation
  11 May 2018 0 repositories listed
• Randomized Smoothing SVRG for Large-scale Nonsmooth Convex Optimization
  11 May 2018 0 repositories listed
• An Unsupervised Clustering-Based Short-Term Solar Forecasting Methodology Using Multi-Model Machine Learning Blending
  10 May 2018 0 repositories listed
• Deep Learning of Geometric Constellation Shaping including Fiber Nonlinearities
  10 May 2018 0 repositories listed
• Transcription Factor-DNA Binding Via Machine Learning Ensembles
  10 May 2018 0 repositories listed
• Learning to Teach
  9 May 2018 0 repositories listed
• Machine Learning in Compiler Optimisation
  9 May 2018 0 repositories listed
• Detecting Compressed Cleartext Traffic from Consumer Internet of Things Devices
  7 May 2018 0 repositories listed
• Automatic Classification of Object Code Using Machine Learning
  6 May 2018 0 repositories listed
• Examining the Use of Neural Networks for Feature Extraction: A Comparative Analysis using Deep Learning, Support Vector Machines, and K-Nearest Neighbor Classifiers
  6 May 2018 0 repositories listed
• A brief introduction to the Grey Machine Learning
  4 May 2018 0 repositories listed
• Dynamic Control Flow in Large-Scale Machine Learning
  4 May 2018 0 repositories listed
• Modeling Dengue Vector Population Using Remotely Sensed Data and Machine Learning
  4 May 2018 0 repositories listed
• Machine learning regression on hyperspectral data to estimate multiple water parameters
  3 May 2018 0 repositories listed
• RF-PUF: Enhancing IoT Security through Authentication of Wireless Nodes using In-situ Machine Learning
  3 May 2018 0 repositories listed
• Siamese networks for generating adversarial examples
  3 May 2018 0 repositories listed
• The feasibility of automated identification of six algae types using neural networks and fluorescence-based spectral-morphological features
  3 May 2018 0 repositories listed
• Automatic Coding for Neonatal Jaundice From Free Text Data Using Ensemble Methods
  2 May 2018 0 repositories listed
• Comparison of Classical and Nonlinear Models for Short-Term Electricity Price Prediction
  2 May 2018 0 repositories listed
• Modelling tourism demand to Spain with machine learning techniques. The impact of forecast horizon on model selection
  2 May 2018 0 repositories listed
• Trainability and Accuracy of Neural Networks: An Interacting Particle System Approach
  2 May 2018 0 repositories listed
• RF-PUF: IoT Security Enhancement through Authentication of Wireless Nodes using In-situ Machine Learning
  2 May 2018 0 repositories listed
• An Annotated Corpus for Machine Reading of Instructions in Wet Lab Protocols
  1 May 2018 0 repositories listed
• Improving homograph disambiguation with supervised machine learning
  1 May 2018 0 repositories listed
• Solid Harmonic Wavelet Scattering for Predictions of Molecule Properties
  1 May 2018 0 repositories listed
• Machine Learning for Predictive On-Demand Deployment of UAVs for Wireless Communications
  30 Apr 2018 0 repositories listed
• Classification of auditory stimuli from EEG signals with a regulated recurrent neural network reservoir
  27 Apr 2018 0 repositories listed
• Machine Learning pipeline for discovering neuroimaging-based biomarkers in neurology and psychiatry
  26 Apr 2018 0 repositories listed
• Using Machine Learning to Improve Cylindrical Algebraic Decomposition
  26 Apr 2018 0 repositories listed
• JUNIPR: a Framework for Unsupervised Machine Learning in Particle Physics
  25 Apr 2018 0 repositories listed
• A Sparse Coding Multi-Scale Precise-Timing Machine Learning Algorithm for Neuromorphic Event-Based Sensors
  24 Apr 2018 0 repositories listed
• A machine learning model for identifying cyclic alternating patterns in the sleeping brain
  23 Apr 2018 0 repositories listed
• Binding Pathway of Opiates to μ Opioid Receptors Revealed by Unsupervised Machine Learning
  23 Apr 2018 0 repositories listed
• Data-Driven Investigative Journalism For Connectas Dataset
  23 Apr 2018 0 repositories listed
• PlusEmo2Vec at SemEval-2018 Task 1: Exploiting emotion knowledge from emoji and #hashtags
  23 Apr 2018 0 repositories listed
• Quantum generative adversarial networks
  23 Apr 2018 0 repositories listed
• MQGrad: Reinforcement Learning of Gradient Quantization in Parameter Server
  22 Apr 2018 0 repositories listed
• A Deep Representation Empowered Distant Supervision Paradigm for Clinical Information Extraction
  20 Apr 2018 0 repositories listed
• Autotune: A Derivative-free Optimization Framework for Hyperparameter Tuning
  20 Apr 2018 0 repositories listed
• Two Use Cases of Machine Learning for SDN-Enabled IP/Optical Networks: Traffic Matrix Prediction and Optical Path Performance Prediction
  20 Apr 2018 0 repositories listed
• A comparative study of feature selection methods for stress hotspot classification in materials
  19 Apr 2018 0 repositories listed
• Human Activity Recognition using Recurrent Neural Networks
  19 Apr 2018 0 repositories listed
• Vehicle Communication Strategies for Simulated Highway Driving
  19 Apr 2018 0 repositories listed
• Alquist: The Alexa Prize Socialbot
  18 Apr 2018 0 repositories listed
• A Support Tensor Train Machine
  17 Apr 2018 0 repositories listed
• Automated EEG-based Screening of Depression Using Deep Convolutional Neural Network
  17 Apr 2018 0 repositories listed
• Deep Probabilistic Programming Languages: A Qualitative Study
  17 Apr 2018 0 repositories listed
• Not-so-supervised: a survey of semi-supervised, multi-instance, and transfer learning in medical image analysis
  17 Apr 2018 0 repositories listed
• conformalClassification: A Conformal Prediction R Package for Classification
  16 Apr 2018 0 repositories listed
• Machine Learning for Wireless Connectivity and Security of Cellular-Connected UAVs
  15 Apr 2018 0 repositories listed
• All-Optical Machine Learning Using Diffractive Deep Neural Networks
  14 Apr 2018 0 repositories listed
• A new robust feature selection method using variance-based sensitivity analysis
  13 Apr 2018 0 repositories listed
• Machine Learning in Astronomy: A Case Study in Quasar-Star Classification
  13 Apr 2018 0 repositories listed
• Regularized Singular Value Decomposition and Application to Recommender System
  13 Apr 2018 0 repositories listed
• Asynch-SGBDT: Asynchronous Parallel Stochastic Gradient Boosting Decision Tree based on Parameters Server
  12 Apr 2018 0 repositories listed
• Machine Learning Enabled Computational Screening of Inorganic Solid Electrolytes for Dendrite Suppression with Li Metal Anode
  12 Apr 2018 0 repositories listed
• Differentially Private Confidence Intervals for Empirical Risk Minimization
  11 Apr 2018 0 repositories listed
• Machine Learning DDoS Detection for Consumer Internet of Things Devices
  11 Apr 2018 0 repositories listed
• Deep Learning for Digital Text Analytics: Sentiment Analysis
  10 Apr 2018 0 repositories listed
• A review of possible effects of cognitive biases on the interpretation of rule-based machine learning models
  9 Apr 2018 0 repositories listed
• The Monge-Kantorovich Optimal Transport Distance for Image Comparison
  8 Apr 2018 0 repositories listed
• Not quite unreasonable effectiveness of machine learning algorithms
  7 Apr 2018 0 repositories listed
• Visual Analytics for Explainable Deep Learning
  7 Apr 2018 0 repositories listed
• Quantum Machine Learning Tensor Network States
  6 Apr 2018 0 repositories listed
• Machine learning of neuroimaging to diagnose cognitive impairment and dementia: a systematic review and comparative analysis
  5 Apr 2018 0 repositories listed
• Evaluating Hospital Case Cost Prediction Models Using Azure Machine Learning Studio
  4 Apr 2018 0 repositories listed
• Vanlearning: A Machine Learning SaaS Application for People Without Programming Backgrounds
  3 Apr 2018 0 repositories listed
• Generative Adversarial Learning for Spectrum Sensing
  2 Apr 2018 0 repositories listed
• Smooth input preparation for quantum and quantum-inspired machine learning
  1 Apr 2018 0 repositories listed
• Toward Intelligent Vehicular Networks: A Machine Learning Framework
  1 Apr 2018 0 repositories listed
• Towards Quantum Machine Learning with Tensor Networks
  30 Mar 2018 0 repositories listed
• A Stochastic Large-scale Machine Learning Algorithm for Distributed Features and Observations
  29 Mar 2018 0 repositories listed
• PIMKL: Pathway Induced Multiple Kernel Learning
  29 Mar 2018 0 repositories listed
• Eye movement simulation and detector creation to reduce laborious parameter adjustments
  28 Mar 2018 0 repositories listed
• A Study of Clustering Techniques and Hierarchical Matrix Formats for Kernel Ridge Regression
  27 Mar 2018 0 repositories listed
• A Web Scraping Methodology for Bypassing Twitter API Restrictions
  27 Mar 2018 0 repositories listed
• Analyzing DNA Hybridization via machine learning
  27 Mar 2018 0 repositories listed