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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 77 of 101: papers 7,601 to 7,700 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.

• Supervised Machine Learning for Eliciting Individual Demand
  30 Apr 2019 0 repositories listed
• Challenges and Pitfalls of Machine Learning Evaluation and Benchmarking
  29 Apr 2019 0 repositories listed
• Fourier Transform Approach to Machine Learning II: Fourier Clustering
  29 Apr 2019 0 repositories listed
• HOG feature extraction from encrypted images for privacy-preserving machine learning
  29 Apr 2019 0 repositories listed
• Deep-MAPS: Machine Learning based Mobile Air Pollution Sensing
  28 Apr 2019 0 repositories listed
• Machine Learning in the Air
  28 Apr 2019 0 repositories listed
• Softmax Optimizations for Intel Xeon Processor-based Platforms
  28 Apr 2019 0 repositories listed
• Sentiment Classification using N-gram IDF and Automated Machine Learning
  27 Apr 2019 0 repositories listed
• General risk measures for robust machine learning
  26 Apr 2019 0 repositories listed
• Learning Semantic Vector Representations of Source Code via a Siamese Neural Network
  26 Apr 2019 0 repositories listed
• Survey of Computer Vision and Machine Learning in Gastrointestinal Endoscopy
  26 Apr 2019 0 repositories listed
• Declarative Recursive Computation on an RDBMS, or, Why You Should Use a Database For Distributed Machine Learning
  25 Apr 2019 0 repositories listed
• Machine Learning For Distributed Acoustic Sensors, Classic versus Image and Deep Neural Networks Approach
  25 Apr 2019 0 repositories listed
• Reviewing Data Access Patterns and Computational Redundancy for Machine Learning Algorithms
  25 Apr 2019 0 repositories listed
• A Robust Approach for Securing Audio Classification Against Adversarial Attacks
  24 Apr 2019 0 repositories listed
• Applying machine learning to improve simulations of a chaotic dynamical system using empirical error correction
  24 Apr 2019 0 repositories listed
• Comparing machine learning models to choose the variable ordering for cylindrical algebraic decomposition
  24 Apr 2019 0 repositories listed
• Horseshoe Regularization for Machine Learning in Complex and Deep Models
  24 Apr 2019 0 repositories listed
• Machine Learning Tips and Tricks for Power Line Communications
  24 Apr 2019 0 repositories listed
• Optical machine learning with incoherent light and a single-pixel detector
  24 Apr 2019 0 repositories listed
• Reducing The Search Space For Hyperparameter Optimization Using Group Sparsity
  24 Apr 2019 0 repositories listed
• The Scientific Method in the Science of Machine Learning
  24 Apr 2019 0 repositories listed
• A neural network-based framework for financial model calibration
  23 Apr 2019 0 repositories listed
• A survey on Big Data and Machine Learning for Chemistry
  23 Apr 2019 0 repositories listed
• Regression-Enhanced Random Forests
  23 Apr 2019 0 repositories listed
• ExplaiNE: An Approach for Explaining Network Embedding-based Link Predictions
  22 Apr 2019 0 repositories listed
• Galaxy Learning -- A Position Paper
  22 Apr 2019 0 repositories listed
• Data Cleaning for Accurate, Fair, and Robust Models: A Big Data - AI Integration Approach
  22 Apr 2019 0 repositories listed
• Revisiting Multi-Step Nonlinearity Compensation with Machine Learning
  22 Apr 2019 0 repositories listed
• State Classification of Cooking Objects Using a VGG CNN
  21 Apr 2019 0 repositories listed
• Can Machine Learning Model with Static Features be Fooled: an Adversarial Machine Learning Approach
  20 Apr 2019 0 repositories listed
• Examining the Capability of GANs to Replace Real Biomedical Images in Classification Models Training
  18 Apr 2019 0 repositories listed
• HARK Side of Deep Learning -- From Grad Student Descent to Automated Machine Learning
  16 Apr 2019 0 repositories listed
• Machine learning for early prediction of circulatory failure in the intensive care unit
  16 Apr 2019 0 repositories listed
• Predicting Time-to-Failure of Plasma Etching Equipment using Machine Learning
  16 Apr 2019 0 repositories listed
• SOMOSPIE: A modular SOil MOisture SPatial Inference Engine based on data driven decisions
  16 Apr 2019 0 repositories listed
• The ALOS Dataset for Advert Localization in Outdoor Scenes
  16 Apr 2019 0 repositories listed
• Characterization of citizens using word2vec and latent topic analysis in a large set of tweets
  15 Apr 2019 0 repositories listed
• Efficient Supervision for Robot Learning via Imitation, Simulation, and Adaptation
  15 Apr 2019 0 repositories listed
• Predicting human decisions with behavioral theories and machine learning
  15 Apr 2019 0 repositories listed
• Tutorial: Safe and Reliable Machine Learning
  15 Apr 2019 0 repositories listed
• Smart Laptop Bag with Machine Learning for Activity Recognition
  14 Apr 2019 0 repositories listed
• Deep-learning PDEs with unlabeled data and hardwiring physics laws
  13 Apr 2019 0 repositories listed
• Legal Area Classification: A Comparative Study of Text Classifiers on Singapore Supreme Court Judgments
  13 Apr 2019 0 repositories listed
• Variational Inference for Computational Imaging Inverse Problems
  12 Apr 2019 0 repositories listed
• A machine learning approach for underwater gas leakage detection
  11 Apr 2019 0 repositories listed
• Connections Between Adaptive Control and Optimization in Machine Learning
  11 Apr 2019 0 repositories listed
• Inferring the quantum density matrix with machine learning
  11 Apr 2019 0 repositories listed
• On Machine Learning DoS Attack Identification from Cloud Computing Telemetry
  11 Apr 2019 0 repositories listed
• Robust Coreset Construction for Distributed Machine Learning
  11 Apr 2019 0 repositories listed
• A review on Neural Turing Machine
  10 Apr 2019 0 repositories listed
• Classification of signaling proteins based on molecular star graph descriptors using Machine Learning models
  10 Apr 2019 0 repositories listed
• Novel Uncertainty Framework for Deep Learning Ensembles
  9 Apr 2019 0 repositories listed
• Passive TCP Identification for Wired and WirelessNetworks: A Long-Short Term Memory Approach
  9 Apr 2019 0 repositories listed
• Universal Lipschitz Approximation in Bounded Depth Neural Networks
  9 Apr 2019 0 repositories listed
• Automated Monitoring Cropland Using Remote Sensing Data: Challenges and Opportunities for Machine Learning
  8 Apr 2019 0 repositories listed
• Diabetes Mellitus Forecasting Using Population Health Data in Ontario, Canada
  8 Apr 2019 0 repositories listed
• On nearly assumption-free tests of nominal confidence interval coverage for causal parameters estimated by machine learning
  8 Apr 2019 0 repositories listed
• SPI-GCN: A Simple Permutation-Invariant Graph Convolutional Network
  8 Apr 2019 0 repositories listed
• Statistical characterization and classification of colon microarray gene expression data using multiple machine learning paradigms
  8 Apr 2019 0 repositories listed
• A Facial Affect Analysis System for Autism Spectrum Disorder
  7 Apr 2019 0 repositories listed
• Every Local Minimum Value is the Global Minimum Value of Induced Model in Non-convex Machine Learning
  7 Apr 2019 0 repositories listed
• Malware Evasion Attack and Defense
  7 Apr 2019 0 repositories listed
• Reframing Threat Detection: Inside esINSIDER
  7 Apr 2019 0 repositories listed
• Artificial Intelligence for Pediatric Ophthalmology
  6 Apr 2019 0 repositories listed
• Distinguishing Clinical Sentiment: The Importance of Domain Adaptation in Psychiatric Patient Health Records
  5 Apr 2019 0 repositories listed
• Is 'Unsupervised Learning' a Misconceived Term?
  5 Apr 2019 0 repositories listed
• Adaptive Sequential Machine Learning
  4 Apr 2019 0 repositories listed
• Image Reconstruction: From Sparsity to Data-adaptive Methods and Machine Learning
  4 Apr 2019 0 repositories listed
• Malware Detection using Machine Learning and Deep Learning
  4 Apr 2019 0 repositories listed
• Open Issues in Combating Fake News: Interpretability as an Opportunity
  4 Apr 2019 0 repositories listed
• Understanding the efficacy, reliability and resiliency of computer vision techniques for malware detection and future research directions
  3 Apr 2019 0 repositories listed
• Empirical Evaluations of Active Learning Strategies in Legal Document Review
  3 Apr 2019 0 repositories listed
• Estimating Chlorophyll a Concentrations of Several Inland Waters with Hyperspectral Data and Machine Learning Models
  3 Apr 2019 0 repositories listed
• Modeling Vocabulary for Big Code Machine Learning
  3 Apr 2019 0 repositories listed
• OpBerg: Discovering causal sentences using optimal alignments
  3 Apr 2019 0 repositories listed
• Optimization under Uncertainty in the Era of Big Data and Deep Learning: When Machine Learning Meets Mathematical Programming
  3 Apr 2019 0 repositories listed
• Optimized Preprocessing and Machine Learning for Quantitative Raman Spectroscopy in Biology
  3 Apr 2019 0 repositories listed
• Stratum: A Serverless Framework for Lifecycle Management of Machine Learning based Data Analytics Tasks
  3 Apr 2019 0 repositories listed
• The Born Supremacy: Quantum Advantage and Training of an Ising Born Machine
  3 Apr 2019 0 repositories listed
• A Game of Dice: Machine Learning and the Question Concerning Art
  2 Apr 2019 0 repositories listed
• Convergence rates for the stochastic gradient descent method for non-convex objective functions
  2 Apr 2019 0 repositories listed
• Adaptive Bayesian Linear Regression for Automated Machine Learning
  1 Apr 2019 0 repositories listed
• Bayesian Optimization for Policy Search via Online-Offline Experimentation
  1 Apr 2019 0 repositories listed
• Customer churn prediction in telecom using machine learning and social network analysis in big data platform
  1 Apr 2019 0 repositories listed
• Deep Learning Methods for Parallel Magnetic Resonance Image Reconstruction
  1 Apr 2019 0 repositories listed
• Identifying Patients with Pain in Emergency Departments using Conventional Machine Learning and Deep Learning
  1 Apr 2019 0 repositories listed
• Leveraging Machine Learning and Big Data for Smart Buildings: A Comprehensive Survey
  1 Apr 2019 0 repositories listed
• Engineering problems in machine learning systems
  1 Apr 2019 0 repositories listed
• Fourier Transform Approach to Machine Learning I: Fourier Regression
  31 Mar 2019 0 repositories listed
• SysML'19 demo: customizable and reusable Collective Knowledge pipelines to automate and reproduce machine learning experiments
  31 Mar 2019 0 repositories listed
• Nonparametric Density Estimation for High-Dimensional Data - Algorithms and Applications
  30 Mar 2019 0 repositories listed
• MLSys: The New Frontier of Machine Learning Systems
  29 Mar 2019 0 repositories listed
• Automated discovery of GPCR bioactive ligands
  28 Mar 2019 0 repositories listed
• Building Automated Survey Coders via Interactive Machine Learning
  28 Mar 2019 0 repositories listed
• Using Latent Class Analysis to Identify ARDS Sub-phenotypes for Enhanced Machine Learning Predictive Performance
  28 Mar 2019 0 repositories listed
• A novel machine learning based framework for detection of Autism Spectrum Disorder (ASD)
  27 Mar 2019 0 repositories listed
• Radiological images and machine learning: trends, perspectives, and prospects
  27 Mar 2019 0 repositories listed
• Rallying Adversarial Techniques against Deep Learning for Network Security
  27 Mar 2019 0 repositories listed
• Sensing Social Media Signals for Cryptocurrency News
  27 Mar 2019 0 repositories listed