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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 72 of 101: papers 7,101 to 7,200 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.

• Machine Learning for Stochastic Parameterization: Generative Adversarial Networks in the Lorenz '96 Model
  10 Sep 2019 0 repositories listed
• Photometric light curves classification with machine learning
  10 Sep 2019 0 repositories listed
• Static Analysis for Probabilistic Programs
  10 Sep 2019 0 repositories listed
• The Prevalence of Errors in Machine Learning Experiments
  10 Sep 2019 0 repositories listed
• Differential equations as models of deep neural networks
  9 Sep 2019 0 repositories listed
• Machine learning accelerates parameter optimization and uncertainty assessment of a land surface model
  9 Sep 2019 0 repositories listed
• Machine Learning Approach for Air Shower Recognition in EUSO-SPB Data
  9 Sep 2019 0 repositories listed
• Machine learning for automatic construction of pseudo-realistic pediatric abdominal phantoms
  9 Sep 2019 0 repositories listed
• Super ensemble learning for daily streamflow forecasting: Large-scale demonstration and comparison with multiple machine learning algorithms
  9 Sep 2019 0 repositories listed
• Disease Labeling via Machine Learning is NOT quite the same as Medical Diagnosis
  8 Sep 2019 0 repositories listed
• Lecture Notes: Optimization for Machine Learning
  8 Sep 2019 0 repositories listed
• Transferable Neural Processes for Hyperparameter Optimization
  7 Sep 2019 0 repositories listed
• Approaching Machine Learning Fairness through Adversarial Network
  6 Sep 2019 0 repositories listed
• ArduCode: Predictive Framework for Automation Engineering
  6 Sep 2019 0 repositories listed
• Distributed creation of Machine learning agents for Blockchain analysis
  6 Sep 2019 0 repositories listed
• Encoders and Decoders for Quantum Expander Codes Using Machine Learning
  6 Sep 2019 0 repositories listed
• Machine Learning Approaches for Detecting the Depression from Resting-State Electroencephalogram (EEG): A Review Study
  6 Sep 2019 0 repositories listed
• Personalization of Deep Learning
  6 Sep 2019 0 repositories listed
• Best Practices for Scientific Research on Neural Architecture Search
  5 Sep 2019 0 repositories listed
• Dispersion Characterization and Pulse Prediction with Machine Learning
  5 Sep 2019 0 repositories listed
• Generative Machine Learning for Robust Free-Space Communication
  5 Sep 2019 0 repositories listed
• Machine-Learning-Driven New Geologic Discoveries at Mars Rover Landing Sites: Jezero and NE Syrtis
  5 Sep 2019 0 repositories listed
• Machine Learning in Least-Squares Monte Carlo Proxy Modeling of Life Insurance Companies
  5 Sep 2019 0 repositories listed
• Defeating Opaque Predicates Statically through Machine Learning and Binary Analysis
  4 Sep 2019 0 repositories listed
• Metric Learning from Imbalanced Data
  4 Sep 2019 0 repositories listed
• Regression-clustering for Improved Accuracy and Training Cost with Molecular-Orbital-Based Machine Learning
  4 Sep 2019 0 repositories listed
• To Detect Irregular Trade Behaviors In Stock Market By Using Graph Based Ranking Methods
  4 Sep 2019 0 repositories listed
• What Happens on the Edge, Stays on the Edge: Toward Compressive Deep Learning
  4 Sep 2019 0 repositories listed
• Annotation and Classification of Sentence-level Revision Improvement
  3 Sep 2019 0 repositories listed
• Are Bitcoins price predictable? Evidence from machine learning techniques using technical indicators
  3 Sep 2019 0 repositories listed
• Energy Demand Prediction with Federated Learning for Electric Vehicle Networks
  3 Sep 2019 0 repositories listed
• Minimizing the Societal Cost of Credit Card Fraud with Limited and Imbalanced Data
  3 Sep 2019 0 repositories listed
• CalBehav: A Machine Learning based Personalized Calendar Behavioral Model using Time-Series Smartphone Data
  2 Sep 2019 0 repositories listed
• Understanding Bias in Machine Learning
  2 Sep 2019 0 repositories listed
• A topic-based sentence representation for extractive text summarization
  1 Sep 2019 0 repositories listed
• Analysing the Impact of Supervised Machine Learning on Automatic Term Extraction: HAMLET vs TermoStat
  1 Sep 2019 0 repositories listed
• Automated Stock Price Prediction Using Machine Learning
  1 Sep 2019 0 repositories listed
• Comparison of Machine Learning Approaches for Industry Classification Based on Textual Descriptions of Companies
  1 Sep 2019 0 repositories listed
• Employ Multimodal Machine Learning for Content quality analysis
  1 Sep 2019 0 repositories listed
• Language-Agnostic Twitter-Bot Detection
  1 Sep 2019 0 repositories listed
• Machine Learning Approach to Fact-Checking in West Slavic Languages
  1 Sep 2019 0 repositories listed
• Normalization of Kazakh Texts
  1 Sep 2019 0 repositories listed
• Predicting learner knowledge of individual words using machine learning
  1 Sep 2019 0 repositories listed
• Toponym Detection in the Bio-Medical Domain: A Hybrid Approach with Deep Learning
  1 Sep 2019 0 repositories listed
• Analysis and classification of heart diseases using heartbeat features and machine learning algorithms
  31 Aug 2019 0 repositories listed
• An Empirical Study of the Relationships between Code Readability and Software Complexity
  30 Aug 2019 0 repositories listed
• Classifying single-qubit noise using machine learning
  30 Aug 2019 0 repositories listed
• GADMM: Fast and Communication Efficient Framework for Distributed Machine Learning
  30 Aug 2019 0 repositories listed
• High-Fidelity State-of-Charge Estimation of Li-Ion Batteries Using Machine Learning
  30 Aug 2019 0 repositories listed
• A Concert-planning Tool for Independent Musicians by Machine Learning Models
  29 Aug 2019 0 repositories listed
• An Auto-ML Framework Based on GBDT for Lifelong Learning
  29 Aug 2019 0 repositories listed
• Enabling Simulation-Based Optimization Through Machine Learning: A Case Study on Antenna Design
  29 Aug 2019 0 repositories listed
• Machine Learning and the Internet of Things Enable Steam Flood Optimization for Improved Oil Production
  29 Aug 2019 0 repositories listed
• Machine learning with electroencephalography features for precise diagnosis of depression subtypes
  29 Aug 2019 0 repositories listed
• TapirXLA: Embedding Fork-Join Parallelism into the XLA Compiler in TensorFlow Using Tapir
  29 Aug 2019 0 repositories listed
• Classical Chinese Sentence Segmentation for Tomb Biographies of Tang Dynasty
  28 Aug 2019 0 repositories listed
• Machine learning and glioma imaging biomarkers
  28 Aug 2019 0 repositories listed
• Machine-learning techniques for the optimal design of acoustic metamaterials
  28 Aug 2019 0 repositories listed
• Multi-Objective Automatic Machine Learning with AutoxgboostMC
  28 Aug 2019 0 repositories listed
• On Inferring Training Data Attributes in Machine Learning Models
  28 Aug 2019 0 repositories listed
• Physics-Informed Machine Learning Models for Predicting the Progress of Reactive-Mixing
  28 Aug 2019 0 repositories listed
• Reinforcement Learning: Prediction, Control and Value Function Approximation
  28 Aug 2019 0 repositories listed
• A Framework for Model Search Across Multiple Machine Learning Implementations
  27 Aug 2019 0 repositories listed
• Artificial Intelligence Approaches
  27 Aug 2019 0 repositories listed
• MER-SDN: Machine Learning Framework for Traffic Aware Energy Efficient Routing in SDN
  27 Aug 2019 0 repositories listed
• Incremental Improvement of a Question Answering System by Re-ranking Answer Candidates using Machine Learning
  27 Aug 2019 0 repositories listed
• Learning-Based Video Game Development in MLP@UoM: An Overview
  27 Aug 2019 0 repositories listed
• Real-world Conversational AI for Hotel Bookings
  27 Aug 2019 0 repositories listed
• An Introduction to Advanced Machine Learning : Meta Learning Algorithms, Applications and Promises
  26 Aug 2019 0 repositories listed
• AppsPred: Predicting Context-Aware Smartphone Apps using Random Forest Learning
  26 Aug 2019 0 repositories listed
• Bayesian Nonparametrics for Non-exhaustive Learning
  26 Aug 2019 0 repositories listed
• On the Bounds of Function Approximations
  26 Aug 2019 0 repositories listed
• Urban flows prediction from spatial-temporal data using machine learning: A survey
  26 Aug 2019 0 repositories listed
• E-MIIM: An Ensemble Learning based Context-Aware Mobile Telephony Model for Intelligent Interruption Management
  25 Aug 2019 0 repositories listed
• Machine-learning enables Image Reconstruction and Classification in a "see-through" camera
  25 Aug 2019 0 repositories listed
• Predicting the Long-Term Outcomes of Biologics in Psoriasis Patients Using Machine Learning
  25 Aug 2019 0 repositories listed
• Accelerating small-angle scattering experiments with simulation-based machine learning
  24 Aug 2019 0 repositories listed
• Demystifying the MLPerf Benchmark Suite
  24 Aug 2019 0 repositories listed
• Deriving a Quantitative Relationship Between Resolution and Human Classification Error
  24 Aug 2019 0 repositories listed
• Identification of Pediatric Sepsis Subphenotypes for Enhanced Machine Learning Predictive Performance: A Latent Profile Analysis
  23 Aug 2019 0 repositories listed
• Image based cellular contractile force evaluation with small-world network inspired CNN: SW-UNet
  23 Aug 2019 0 repositories listed
• Nonparametric estimation of causal heterogeneity under high-dimensional confounding
  23 Aug 2019 0 repositories listed
• Wasserstein Distributionally Robust Optimization: Theory and Applications in Machine Learning
  23 Aug 2019 0 repositories listed
• Automated Architecture Design for Deep Neural Networks
  22 Aug 2019 0 repositories listed
• Centralized and Distributed Machine Learning-Based QoT Estimation for Sliceable Optical Networks
  22 Aug 2019 0 repositories listed
• Intra-day Equity Price Prediction using Deep Learning as a Measure of Market Efficiency
  22 Aug 2019 0 repositories listed
• motif2vec: Motif Aware Node Representation Learning for Heterogeneous Networks
  22 Aug 2019 0 repositories listed
• Viability of machine learning to reduce workload in systematic review screenings in the health sciences: a working paper
  22 Aug 2019 0 repositories listed
• A Survey on Machine Learning for Optical Communication [Machine Learning View]
  21 Aug 2019 0 repositories listed
• AI for Earth: Rainforest Conservation by Acoustic Surveillance
  20 Aug 2019 0 repositories listed
• CBOWRA: A Representation Learning Approach for Medication Anomaly Detection
  20 Aug 2019 0 repositories listed
• Data Management for Causal Algorithmic Fairness
  20 Aug 2019 0 repositories listed
• ElectroLens: Understanding Atomistic Simulations Through Spatially-resolved Visualization of High-dimensional Features
  20 Aug 2019 0 repositories listed
• Investigation of wind pressures on tall building under interference effects using machine learning techniques
  20 Aug 2019 0 repositories listed
• XSP: Across-Stack Profiling and Analysis of Machine Learning Models on GPUs
  19 Aug 2019 0 repositories listed
• Quantum Expectation-Maximization Algorithm
  19 Aug 2019 0 repositories listed
• The efficacy of various machine learning models for multi-class classification of RNA-seq expression data
  19 Aug 2019 0 repositories listed
• Towards Assessing the Impact of Bayesian Optimization's Own Hyperparameters
  19 Aug 2019 0 repositories listed
• Structural Health Monitoring of Cantilever Beam, a Case Study -- Using Bayesian Neural Network AND Deep Learning
  17 Aug 2019 0 repositories listed
• AI-based Prediction of Independent Construction Safety Outcomes from Universal Attributes
  16 Aug 2019 0 repositories listed