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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 58 of 101: papers 5,701 to 5,800 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.

• Importance of Tuning Hyperparameters of Machine Learning Algorithms
  15 Jul 2020 0 repositories listed
• MTS-CycleGAN: An Adversarial-based Deep Mapping Learning Network for Multivariate Time Series Domain Adaptation Applied to the Ironmaking Industry
  15 Jul 2020 0 repositories listed
• OrbNet: Deep Learning for Quantum Chemistry Using Symmetry-Adapted Atomic-Orbital Features
  15 Jul 2020 0 repositories listed
• Static analysis of executable files by machine learning methods
  15 Jul 2020 0 repositories listed
• A Pairwise Fair and Community-preserving Approach to k-Center Clustering
  14 Jul 2020 0 repositories listed
• Additively Homomorphical Encryption based Deep Neural Network for Asymmetrically Collaborative Machine Learning
  14 Jul 2020 0 repositories listed
• Combining Deep Learning and Optimization for Security-Constrained Optimal Power Flow
  14 Jul 2020 0 repositories listed
• Generating Trading Signals by ML algorithms or time series ones?
  14 Jul 2020 0 repositories listed
• Macroscopic Traffic Flow Modeling with Physics Regularized Gaussian Process: Generalized Formulations
  14 Jul 2020 0 repositories listed
• Machine Learning for Offensive Security: Sandbox Classification Using Decision Trees and Artificial Neural Networks
  14 Jul 2020 0 repositories listed
• Estimation of Thermodynamic Observables in Lattice Field Theories with Deep Generative Models
  14 Jul 2020 0 repositories listed
• Serverless inferencing on Kubernetes
  14 Jul 2020 0 repositories listed
• Verification of ML Systems via Reparameterization
  14 Jul 2020 0 repositories listed
• A comparative study of forecasting Corporate Credit Ratings using Neural Networks, Support Vector Machines, and Decision Trees
  13 Jul 2020 0 repositories listed
• A Machine Learning Approach to Assess Student Group Collaboration Using Individual Level Behavioral Cues
  13 Jul 2020 0 repositories listed
• A simple defense against adversarial attacks on heatmap explanations
  13 Jul 2020 0 repositories listed
• A unified machine learning approach to time series forecasting applied to demand at emergency departments
  13 Jul 2020 0 repositories listed
• Improving P300 Speller performance by means of optimization and machine learning
  13 Jul 2020 0 repositories listed
• OpenStreetMap: Challenges and Opportunities in Machine Learning and Remote Sensing
  13 Jul 2020 0 repositories listed
• Security and Machine Learning in the Real World
  13 Jul 2020 0 repositories listed
• Entanglement and Tensor Networks for Supervised Image Classification
  12 Jul 2020 0 repositories listed
• Explaining the data or explaining a model? Shapley values that uncover non-linear dependencies
  12 Jul 2020 0 repositories listed
• Predicting and Mapping of Soil Organic Carbon Using Machine Learning Algorithms in Northern Iran
  12 Jul 2020 0 repositories listed
• Data science and AI in FinTech: An overview
  10 Jul 2020 0 repositories listed
• Cloud Detection through Wavelet Transforms in Machine Learning and Deep Learning
  10 Jul 2020 0 repositories listed
• How An Automated Gesture Imitation Game Can Improve Social Interactions With Teenagers With ASD
  10 Jul 2020 0 repositories listed
• Impact of Legal Requirements on Explainability in Machine Learning
  10 Jul 2020 0 repositories listed
• Improved Detection of Adversarial Images Using Deep Neural Networks
  10 Jul 2020 0 repositories listed
• Machine Learning Explainability for External Stakeholders
  10 Jul 2020 0 repositories listed
• Machine learning for electronically excited states of molecules
  10 Jul 2020 0 repositories listed
• Neuromorphic Processing and Sensing: Evolutionary Progression of AI to Spiking
  10 Jul 2020 0 repositories listed
• Predicting Illegal Fishing on the Patagonia Shelf from Oceanographic Seascapes
  10 Jul 2020 0 repositories listed
• Using Machine Learning to Detect Ghost Images in Automotive Radar
  10 Jul 2020 0 repositories listed
• Artificial Intelligence and Machine Learning in 5G Network Security: Opportunities, advantages, and future research trends
  9 Jul 2020 0 repositories listed
• Automatic Detection of Major Freeway Congestion Events Using Wireless Traffic Sensor Data: A Machine Learning Approach
  9 Jul 2020 0 repositories listed
• Green Lighting ML: Confidentiality, Integrity, and Availability of Machine Learning Systems in Deployment
  9 Jul 2020 0 repositories listed
• Intelligent Warehouse Allocator for Optimal Regional Utilization
  9 Jul 2020 0 repositories listed
• Making learning more transparent using conformalized performance prediction
  9 Jul 2020 0 repositories listed
• Reformulation of the No-Free-Lunch Theorem for Entangled Data Sets
  9 Jul 2020 0 repositories listed
• A Bandit Model for Human-Machine Decision Making with Private Information and Opacity
  9 Jul 2020 0 repositories listed
• A Critical Evaluation of Open-World Machine Learning
  8 Jul 2020 0 repositories listed
• An Efficient Data Imputation Technique for Human Activity Recognition
  8 Jul 2020 0 repositories listed
• Introductory Machine Learning for non STEM students
  8 Jul 2020 0 repositories listed
• Stochastic Hamiltonian Gradient Methods for Smooth Games
  8 Jul 2020 0 repositories listed
• Supervised machine learning techniques for data matching based on similarity metrics
  8 Jul 2020 0 repositories listed
• Teaching Computational Machine Learning (without Statistics)
  8 Jul 2020 0 repositories listed
• Teaching the Foundations of Machine Learning with Candy
  8 Jul 2020 0 repositories listed
• Turning Software Engineers into Machine Learning Engineers
  8 Jul 2020 0 repositories listed
• XploreML: An interactive approach to study and explore machine learning models
  8 Jul 2020 0 repositories listed
• A Survey of Real-Time Social-Based Traffic Detection
  7 Jul 2020 0 repositories listed
• Auto-CASH: Autonomous Classification Algorithm Selection with Deep Q-Network
  7 Jul 2020 0 repositories listed
• DS-Sync: Addressing Network Bottlenecks with Divide-and-Shuffle Synchronization for Distributed DNN Training
  7 Jul 2020 0 repositories listed
• Learning from Data to Optimize Control in Precision Farming
  7 Jul 2020 0 repositories listed
• Reconfigurable Intelligent Surfaces: Principles and Opportunities
  7 Jul 2020 0 repositories listed
• Sapphire: Automatic Configuration Recommendation for Distributed Storage Systems
  7 Jul 2020 0 repositories listed
• Does imputation matter? Benchmark for predictive models
  6 Jul 2020 0 repositories listed
• Fairness in machine learning: against false positive rate equality as a measure of fairness
  6 Jul 2020 0 repositories listed
• Machine Learning with the Sugeno Integral: The Case of Binary Classification
  6 Jul 2020 0 repositories listed
• Adversarial Machine Learning Attacks and Defense Methods in the Cyber Security Domain
  5 Jul 2020 0 repositories listed
• Deep Learning based Dimple Segmentation for Quantitative Fractography
  5 Jul 2020 0 repositories listed
• Estimation of Ground Contacts from Human Gait by a Wearable Inertial Measurement Unit using machine learning
  5 Jul 2020 0 repositories listed
• Machine learning as a flaring storm warning machine: Was a warning machine for the September 2017 solar flaring storm possible?
  5 Jul 2020 0 repositories listed
• Participation is not a Design Fix for Machine Learning
  5 Jul 2020 0 repositories listed
• Tweets Sentiment Analysis via Word Embeddings and Machine Learning Techniques
  5 Jul 2020 0 repositories listed
• A Case for Lifetime Reliability-Aware Neuromorphic Computing
  4 Jul 2020 0 repositories listed
• A Novel Multi-Step Finite-State Automaton for Arbitrarily Deterministic Tsetlin Machine Learning
  4 Jul 2020 0 repositories listed
• Building a Competitive Associative Classifier
  4 Jul 2020 0 repositories listed
• Human Assisted Artificial Intelligence Based Technique to Create Natural Features for OpenStreetMap
  4 Jul 2020 0 repositories listed
• On Connections between Regularizations for Improving DNN Robustness
  4 Jul 2020 0 repositories listed
• Sentiment Analysis on Social Media Content
  4 Jul 2020 0 repositories listed
• Understanding the effect of hyperparameter optimization on machine learning models for structure design problems
  4 Jul 2020 0 repositories listed
• Examining Redundancy in the Context of Safe Machine Learning
  3 Jul 2020 0 repositories listed
• Mathematical Perspective of Machine Learning
  3 Jul 2020 0 repositories listed
• Model Distillation for Revenue Optimization: Interpretable Personalized Pricing
  3 Jul 2020 0 repositories listed
• On Symbolically Encoding the Behavior of Random Forests
  3 Jul 2020 0 repositories listed
• The FMRIB Variational Bayesian Inference Tutorial II: Stochastic Variational Bayes
  3 Jul 2020 0 repositories listed
• Addressing the interpretability problem for deep learning using many valued quantum logic
  2 Jul 2020 0 repositories listed
• AutoBayes: Automated Bayesian Graph Exploration for Nuisance-Robust Inference
  2 Jul 2020 0 repositories listed
• Decoder-free Robustness Disentanglement without (Additional) Supervision
  2 Jul 2020 0 repositories listed
• Effective models and predictability of chaotic multiscale systems via machine learning
  2 Jul 2020 0 repositories listed
• Explaining predictive models with mixed features using Shapley values and conditional inference trees
  2 Jul 2020 0 repositories listed
• Federated Learning and Differential Privacy: Software tools analysis, the Sherpa.ai FL framework and methodological guidelines for preserving data privacy
  2 Jul 2020 0 repositories listed
• Predictive Analytics for Water Asset Management: Machine Learning and Survival Analysis
  2 Jul 2020 0 repositories listed
• A Comparison of Identification Methods of Brazilian Music Styles by Lyrics
  1 Jul 2020 0 repositories listed
• Assisting Undergraduate Students in Writing Spanish Methodology Sections
  1 Jul 2020 0 repositories listed
• Can Neural Networks Automatically Score Essay Traits?
  1 Jul 2020 0 repositories listed
• COVID-19 and Arabic Twitter: How can Arab World Governments and Public Health Organizations Learn from Social Media?
  1 Jul 2020 0 repositories listed
• Deep Neural Networks for Computational Optical Form Measurements
  1 Jul 2020 0 repositories listed
• Mapping of Narrative Text Fields To ICD-10 Codes Using Natural Language Processing and Machine Learning
  1 Jul 2020 0 repositories listed
• Mobile Botnet Detection: A Deep Learning Approach Using Convolutional Neural Networks
  1 Jul 2020 0 repositories listed
• Opportunities and Challenges in Deep Learning Adversarial Robustness: A Survey
  1 Jul 2020 0 repositories listed
• Research on Task Discovery for Transfer Learning in Deep Neural Networks
  1 Jul 2020 0 repositories listed
• Variable Selection via Thompson Sampling
  1 Jul 2020 0 repositories listed
• Feature Extraction for Novelty Detection in Network Traffic
  30 Jun 2020 0 repositories listed
• Actionable Attribution Maps for Scientific Machine Learning
  30 Jun 2020 0 repositories listed
• Graph Laplacians, Riemannian Manifolds and their Machine-Learning
  30 Jun 2020 0 repositories listed
• Machine learning and data analytics for the IoT
  30 Jun 2020 0 repositories listed
• Machine learning fairness notions: Bridging the gap with real-world applications
  30 Jun 2020 0 repositories listed
• Handling Missing Data in Decision Trees: A Probabilistic Approach
  29 Jun 2020 0 repositories listed
• High-Fidelity Machine Learning Approximations of Large-Scale Optimal Power Flow
  29 Jun 2020 0 repositories listed