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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 64 of 101: papers 6,301 to 6,400 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.

• Truncated Inference for Latent Variable Optimization Problems: Application to Robust Estimation and Learning
  12 Mar 2020 0 repositories listed
• A Computer-Aided Diagnosis System Using Artificial Intelligence for Hip Fractures -Multi-Institutional Joint Development Research-
  11 Mar 2020 0 repositories listed
• Machine Learning for Intelligent Optical Networks: A Comprehensive Survey
  11 Mar 2020 0 repositories listed
• Towards CRISP-ML(Q): A Machine Learning Process Model with Quality Assurance Methodology
  11 Mar 2020 0 repositories listed
• Using machine learning to speed up new and upgrade detector studies: a calorimeter case
  11 Mar 2020 0 repositories listed
• A Compact Spectral Descriptor for Shape Deformations
  10 Mar 2020 0 repositories listed
• A Supervised Machine Learning Model For Imputing Missing Boarding Stops In Smart Card Data
  10 Mar 2020 0 repositories listed
• Integrating Scientific Knowledge with Machine Learning for Engineering and Environmental Systems
  10 Mar 2020 0 repositories listed
• Managing Data Lineage of O&G Machine Learning Models: The Sweet Spot for Shale Use Case
  10 Mar 2020 0 repositories listed
• Short-Term Forecasting of CO2 Emission Intensity in Power Grids by Machine Learning
  10 Mar 2020 0 repositories listed
• A Survey on The Expressive Power of Graph Neural Networks
  9 Mar 2020 0 repositories listed
• Causal Interpretability for Machine Learning -- Problems, Methods and Evaluation
  9 Mar 2020 0 repositories listed
• Differential Network Analysis: A Statistical Perspective
  9 Mar 2020 0 repositories listed
• Machine Learning-based Approach for Depression Detection in Twitter Using Content and Activity Features
  9 Mar 2020 0 repositories listed
• Hybrid Machine Learning Models for Crop Yield Prediction
  8 Mar 2020 0 repositories listed
• Reduction of Surgical Risk Through the Evaluation of Medical Imaging Diagnostics
  8 Mar 2020 0 repositories listed
• Security of Distributed Machine Learning: A Game-Theoretic Approach to Design Secure DSVM
  8 Mar 2020 0 repositories listed
• A machine learning environment for evaluating autonomous driving software
  7 Mar 2020 0 repositories listed
• An Active Learning Framework for Constructing High-fidelity Mobility Maps
  7 Mar 2020 0 repositories listed
• Dynamic Backdoor Attacks Against Machine Learning Models
  7 Mar 2020 0 repositories listed
• Machine Learning based Anomaly Detection for 5G Networks
  7 Mar 2020 0 repositories listed
• Machine learning based non-Newtonian fluid model with molecular fidelity
  7 Mar 2020 0 repositories listed
• Automatic Machine Learning Derived from Scholarly Big Data
  6 Mar 2020 0 repositories listed
• Can ML predict the solution value for a difficult combinatorial problem?
  6 Mar 2020 0 repositories listed
• Dropout: Explicit Forms and Capacity Control
  6 Mar 2020 0 repositories listed
• Machine learning assisted quantum state estimation
  6 Mar 2020 0 repositories listed
• SAFE: Scalable Automatic Feature Engineering Framework for Industrial Tasks
  5 Mar 2020 0 repositories listed
• Segmentation of Satellite Imagery using U-Net Models for Land Cover Classification
  5 Mar 2020 0 repositories listed
• Physics-informed machine learning for composition-process-property alloy design: shape memory alloy demonstration
  4 Mar 2020 0 repositories listed
• Annotation-free Learning of Deep Representations for Word Spotting using Synthetic Data and Self Labeling
  4 Mar 2020 0 repositories listed
• Application of Deep Neural Networks to assess corporate Credit Rating
  4 Mar 2020 0 repositories listed
• Hybrid modeling: Applications in real-time diagnosis
  4 Mar 2020 0 repositories listed
• Plasticity-Enhanced Domain-Wall MTJ Neural Networks for Energy-Efficient Online Learning
  4 Mar 2020 0 repositories listed
• Real-time Federated Evolutionary Neural Architecture Search
  4 Mar 2020 0 repositories listed
• Analyzing Accuracy Loss in Randomized Smoothing Defenses
  3 Mar 2020 0 repositories listed
• Automatic Hyper-Parameter Optimization Based on Mapping Discovery from Data to Hyper-Parameters
  3 Mar 2020 0 repositories listed
• Benchmark Performance of Machine And Deep Learning Based Methodologies for Urdu Text Document Classification
  3 Mar 2020 0 repositories listed
• Convo: What does conversational programming need? An exploration of machine learning interface design
  3 Mar 2020 0 repositories listed
• Pattern Similarity-based Machine Learning Methods for Mid-term Load Forecasting: A Comparative Study
  3 Mar 2020 0 repositories listed
• Robust data encodings for quantum classifiers
  3 Mar 2020 0 repositories listed
• Towards Novel Insights in Lattice Field Theory with Explainable Machine Learning
  3 Mar 2020 0 repositories listed
• Understanding the Prediction Mechanism of Sentiments by XAI Visualization
  3 Mar 2020 0 repositories listed
• A review of machine learning applications in wildfire science and management
  2 Mar 2020 0 repositories listed
• A scheme for automatic differentiation of complex loss functions
  2 Mar 2020 0 repositories listed
• An Overview and Case Study of the Clinical AI Model Development Life Cycle for Healthcare Systems
  2 Mar 2020 0 repositories listed
• Explainable and Scalable Machine-Learning Algorithms for Detection of Autism Spectrum Disorder using fMRI Data
  2 Mar 2020 0 repositories listed
• Generating Higher-Fidelity Synthetic Datasets with Privacy Guarantees
  2 Mar 2020 0 repositories listed
• Machine Learning for Predictive Deployment of UAVs with Multiple Access
  2 Mar 2020 0 repositories listed
• Machine Learning Portfolio Allocation
  2 Mar 2020 0 repositories listed
• Towards Probability-based Safety Verification of Systems with Components from Machine Learning
  2 Mar 2020 0 repositories listed
• 1D CNN Based Network Intrusion Detection with Normalization on Imbalanced Data
  1 Mar 2020 0 repositories listed
• Advanced kNN: A Mature Machine Learning Series
  1 Mar 2020 0 repositories listed
• An Information-Theoretic Approach to Personalized Explainable Machine Learning
  1 Mar 2020 0 repositories listed
• A Review of Computational Approaches for Evaluation of Rehabilitation Exercises
  29 Feb 2020 0 repositories listed
• Human-in-the-Loop Design Cycles -- A Process Framework that Integrates Design Sprints, Agile Processes, and Machine Learning with Humans
  29 Feb 2020 0 repositories listed
• What Emotions Make One or Five Stars? Understanding Ratings of Online Product Reviews by Sentiment Analysis and XAI
  29 Feb 2020 0 repositories listed
• A Big Data Enabled Channel Model for 5G Wireless Communication Systems
  28 Feb 2020 0 repositories listed
• First Order Methods take Exponential Time to Converge to Global Minimizers of Non-Convex Functions
  28 Feb 2020 0 repositories listed
• Machine Learning Models to Predict Inhibition of the Bile Salt Export Pump
  28 Feb 2020 0 repositories listed
• Review: Noise and artifact reduction for MRI using deep learning
  28 Feb 2020 0 repositories listed
• Comparison of Multi-Class and Binary Classification Machine Learning Models in Identifying Strong Gravitational Lenses
  27 Feb 2020 0 repositories listed
• Opportunities of a Machine Learning-based Decision Support System for Stroke Rehabilitation Assessment
  27 Feb 2020 0 repositories listed
• Testing Monotonicity of Machine Learning Models
  27 Feb 2020 0 repositories listed
• A Simple and Agile Cloud Infrastructure to Support Cybersecurity Oriented Machine Learning Workflows
  26 Feb 2020 0 repositories listed
• Towards Utilizing Unlabeled Data in Federated Learning: A Survey and Prospective
  26 Feb 2020 0 repositories listed
• Decidability of Sample Complexity of PAC Learning in finite setting
  26 Feb 2020 0 repositories listed
• From Seeing to Moving: A Survey on Learning for Visual Indoor Navigation (VIN)
  26 Feb 2020 0 repositories listed
• Graphcore C2 Card performance for image-based deep learning application: A Report
  26 Feb 2020 0 repositories listed
• Machine Learning based prediction of noncentrosymmetric crystal materials
  26 Feb 2020 0 repositories listed
• PrIU: A Provenance-Based Approach for Incrementally Updating Regression Models
  26 Feb 2020 0 repositories listed
• Tensor Decompositions in Deep Learning
  26 Feb 2020 0 repositories listed
• Counterfactual fairness: removing direct effects through regularization
  25 Feb 2020 0 repositories listed
• Relaxed Scheduling for Scalable Belief Propagation
  25 Feb 2020 0 repositories listed
• Turning 30: New Ideas in Inductive Logic Programming
  25 Feb 2020 0 repositories listed
• Approximate Data Deletion from Machine Learning Models
  24 Feb 2020 0 repositories listed
• Design Optimisation of Power-Efficient Submarine Line through Machine Learning
  24 Feb 2020 0 repositories listed
• Embedded-physics machine learning for coarse-graining and collective variable discovery without data
  24 Feb 2020 0 repositories listed
• On Hiding Neural Networks Inside Neural Networks
  24 Feb 2020 0 repositories listed
• A machine-learning software-systems approach to capture social, regulatory, governance, and climate problems
  23 Feb 2020 0 repositories listed
• Predicting TUG score from gait characteristics with video analysis and machine learning
  23 Feb 2020 0 repositories listed
• Comparative Analysis of Single and Hybrid Neuro-Fuzzy-Based Models for an Industrial Heating Ventilation and Air Conditioning Control System
  22 Feb 2020 0 repositories listed
• Effective End-to-End Learning Framework for Economic Dispatch
  22 Feb 2020 0 repositories listed
• Performance Analysis of Combine Harvester using Hybrid Model of Artificial Neural Networks Particle Swarm Optimization
  22 Feb 2020 0 repositories listed
• The Pragmatic Turn in Explainable Artificial Intelligence (XAI)
  22 Feb 2020 0 repositories listed
• Adversarial Attacks on Machine Learning Systems for High-Frequency Trading
  21 Feb 2020 0 repositories listed
• Anonymizing Data for Privacy-Preserving Federated Learning
  21 Feb 2020 0 repositories listed
• Efficient Learning of Model Weights via Changing Features During Training
  21 Feb 2020 0 repositories listed
• Likelihood-free inference of experimental Neutrino Oscillations using Neural Spline Flows
  21 Feb 2020 0 repositories listed
• Massive MIMO Channel Measurements and Achievable Rates in a Residential Area
  21 Feb 2020 0 repositories listed
• An Elementary Approach to Convergence Guarantees of Optimization Algorithms for Deep Networks
  20 Feb 2020 0 repositories listed
• Data Heterogeneity Differential Privacy: From Theory to Algorithm
  20 Feb 2020 0 repositories listed
• Interpretability of machine learning based prediction models in healthcare
  20 Feb 2020 0 repositories listed
• Multi-Agent Reinforcement Learning as a Computational Tool for Language Evolution Research: Historical Context and Future Challenges
  20 Feb 2020 0 repositories listed
• NAttack! Adversarial Attacks to bypass a GAN based classifier trained to detect Network intrusion
  20 Feb 2020 0 repositories listed
• Pulsars Detection by Machine Learning with Very Few Features
  20 Feb 2020 0 repositories listed
• Using Machine Learning to predict extreme events in the Hénon map
  20 Feb 2020 0 repositories listed
• Comparative analysis of machine learning models for Ammonia Capture of Ionic Liquids
  19 Feb 2020 0 repositories listed
• Inventory effects on the price dynamics of VSTOXX futures quantified via machine learning
  19 Feb 2020 0 repositories listed
• Variational Encoder-based Reliable Classification
  19 Feb 2020 0 repositories listed
• A Visual Analytics System for Multi-model Comparison on Clinical Data Predictions
  18 Feb 2020 0 repositories listed