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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 80 of 101: papers 7,901 to 8,000 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.

• Artificial Intelligence and Machine Learning to Predict and Improve Efficiency in Manufacturing Industry
  8 Jan 2019 0 repositories listed
• Contamination Attacks and Mitigation in Multi-Party Machine Learning
  8 Jan 2019 0 repositories listed
• Face Recognition System
  8 Jan 2019 0 repositories listed
• Tree Tensor Networks for Generative Modeling
  8 Jan 2019 0 repositories listed
• A New Perspective on Machine Learning: How to do Perfect Supervised Learning
  7 Jan 2019 0 repositories listed
• Compressive-Sensing Data Reconstruction for Structural Health Monitoring: A Machine-Learning Approach
  7 Jan 2019 0 repositories listed
• Estimating physical properties from liquid crystal textures via machine learning and complexity-entropy methods
  7 Jan 2019 0 repositories listed
• Machine learning topological phases in real space
  7 Jan 2019 0 repositories listed
• Differentially Private ADMM for Distributed Medical Machine Learning
  7 Jan 2019 0 repositories listed
• Ten ways to fool the masses with machine learning
  7 Jan 2019 0 repositories listed
• Supervised Neural Networks for Helioseismic Ring-Diagram Inversions
  6 Jan 2019 0 repositories listed
• Generalization Studies of Neural Network Models for Cardiac Disease Detection Using Limited Channel ECG
  5 Jan 2019 0 repositories listed
• Reliable and Explainable Machine Learning Methods for Accelerated Material Discovery
  5 Jan 2019 0 repositories listed
• On Reproducing Kernel Banach Spaces: Generic Definitions and Unified Framework of Constructions
  4 Jan 2019 0 repositories listed
• Forecasting residential gas demand: machine learning approaches and seasonal role of temperature forecasts
  4 Jan 2019 0 repositories listed
• A Model for Learned Bloom Filters, and Optimizing by Sandwiching
  3 Jan 2019 0 repositories listed
• Learning a Generator Model from Terminal Bus Data
  3 Jan 2019 0 repositories listed
• Personalized explanation in machine learning: A conceptualization
  3 Jan 2019 0 repositories listed
• Natively Interpretable Machine Learning and Artificial Intelligence: Preliminary Results and Future Directions
  2 Jan 2019 0 repositories listed
• Learnability can be undecidable
  1 Jan 2019 0 repositories listed
• An introduction to domain adaptation and transfer learning
  31 Dec 2018 0 repositories listed
• Federated Learning via Over-the-Air Computation
  31 Dec 2018 0 repositories listed
• Gray-box Adversarial Testing for Control Systems with Machine Learning Component
  31 Dec 2018 0 repositories listed
• Impossibility and Uncertainty Theorems in AI Value Alignment (or why your AGI should not have a utility function)
  31 Dec 2018 0 repositories listed
• Machine learning in resting-state fMRI analysis
  30 Dec 2018 0 repositories listed
• Honey Authentication with Machine Learning Augmented Bright-Field Microscopy
  28 Dec 2018 0 repositories listed
• Wikibook-Bot - Automatic Generation of a Wikipedia Book
  28 Dec 2018 0 repositories listed
• Features and Machine Learning for Correlating and Classifying between Brain Areas and Dyslexia
  27 Dec 2018 0 repositories listed
• Predicting the Stock Price of Frontier Markets Using Modified Black-Scholes Option Pricing Model and Machine Learning
  27 Dec 2018 0 repositories listed
• Machine Learning-Based Antenna Selection in Untrusted Relay Networks
  26 Dec 2018 0 repositories listed
• Portfolio Optimization for Cointelated Pairs: SDEs vs. Machine Learning
  26 Dec 2018 0 repositories listed
• Computations in Stochastic Acceptors
  23 Dec 2018 0 repositories listed
• Parallelized Interactive Machine Learning on Autonomous Vehicles
  23 Dec 2018 0 repositories listed
• Functional Aggregate Queries with Additive Inequalities
  22 Dec 2018 0 repositories listed
• Risk-Aware Resource Allocation for URLLC: Challenges and Strategies with Machine Learning
  22 Dec 2018 0 repositories listed
• Ecological Data Analysis Based on Machine Learning Algorithms
  21 Dec 2018 0 repositories listed
• Proceedings of NeurIPS 2018 Workshop on Machine Learning for the Developing World: Achieving Sustainable Impact
  21 Dec 2018 0 repositories listed
• Towards resilient machine learning for ransomware detection
  21 Dec 2018 0 repositories listed
• Subsurface structure analysis using computational interpretation and learning: A visual signal processing perspective
  20 Dec 2018 0 repositories listed
• Transfer Learning in Astronomy: A New Machine-Learning Paradigm
  20 Dec 2018 0 repositories listed
• Machine Learning in Cyber-Security - Problems, Challenges and Data Sets
  19 Dec 2018 0 repositories listed
• LORM: Learning to Optimize for Resource Management in Wireless Networks with Few Training Samples
  18 Dec 2018 0 repositories listed
• Machine Learning for Molecular Dynamics on Long Timescales
  18 Dec 2018 0 repositories listed
• Molecular Dynamics with Neural-Network Potentials
  18 Dec 2018 0 repositories listed
• PROVEN: Certifying Robustness of Neural Networks with a Probabilistic Approach
  18 Dec 2018 0 repositories listed
• Using Machine Learning for Handover Optimization in Vehicular Fog Computing
  18 Dec 2018 0 repositories listed
• Winter Road Surface Condition Recognition Using A Pretrained Deep Convolutional Network
  17 Dec 2018 0 repositories listed
• Stochastic Distributed Optimization for Machine Learning from Decentralized Features
  16 Dec 2018 0 repositories listed
• A short review on Applications of Deep learning for Cyber security
  15 Dec 2018 0 repositories listed
• An IoT Analytics Embodied Agent Model based on Context-Aware Machine Learning
  14 Dec 2018 0 repositories listed
• Can Deep Learning Predict Risky Retail Investors? A Case Study in Financial Risk Behavior Forecasting
  14 Dec 2018 0 repositories listed
• Helix: Holistic Optimization for Accelerating Iterative Machine Learning
  14 Dec 2018 0 repositories listed
• Making Sense of Random Forest Probabilities: a Kernel Perspective
  14 Dec 2018 0 repositories listed
• Improving fairness in machine learning systems: What do industry practitioners need?
  13 Dec 2018 0 repositories listed
• Learning to Communicate: A Machine Learning Framework for Heterogeneous Multi-Agent Robotic Systems
  13 Dec 2018 0 repositories listed
• Machine Learning in Official Statistics
  13 Dec 2018 0 repositories listed
• Building Computational Models to Predict One-Year Mortality in ICU Patients with Acute Myocardial Infarction and Post Myocardial Infarction Syndrome
  12 Dec 2018 0 repositories listed
• Can I trust you more? Model-Agnostic Hierarchical Explanations
  12 Dec 2018 0 repositories listed
• On the potential for open-endedness in neural networks
  12 Dec 2018 0 repositories listed
• Using machine learning to create high-efficiency freeform illumination design tools
  12 Dec 2018 0 repositories listed
• SMART: An Open Source Data Labeling Platform for Supervised Learning
  11 Dec 2018 0 repositories listed
• The FLUXCOM ensemble of global land-atmosphere energy fluxes
  11 Dec 2018 0 repositories listed
• Machine learning approaches to understand the influence of urban environments on human's physiological response
  10 Dec 2018 0 repositories listed
• Machine Learning-based Link Fault Identification and Localization in Complex Networks
  10 Dec 2018 0 repositories listed
• Secure Federated Transfer Learning
  8 Dec 2018 0 repositories listed
• Machine Learning for Wireless Link Quality Estimation: A Survey
  7 Dec 2018 0 repositories listed
• Open Problems in Engineering and Quality Assurance of Safety Critical Machine Learning Systems
  7 Dec 2018 0 repositories listed
• Privacy Partitioning: Protecting User Data During the Deep Learning Inference Phase
  7 Dec 2018 0 repositories listed
• Quantum algorithms for feedforward neural networks
  7 Dec 2018 0 repositories listed
• The Calabi-Yau Landscape: from Geometry, to Physics, to Machine-Learning
  7 Dec 2018 0 repositories listed
• The Modeling of SDL Aiming at Knowledge Acquisition in Automatic Driving
  7 Dec 2018 0 repositories listed
• Three Tools for Practical Differential Privacy
  7 Dec 2018 0 repositories listed
• Automatically Explaining Machine Learning Prediction Results: A Demonstration on Type 2 Diabetes Risk Prediction
  6 Dec 2018 0 repositories listed
• Differentially Private Data Generative Models
  6 Dec 2018 0 repositories listed
• Observing the Population Dynamics in GE by means of the Intrinsic Dimension
  6 Dec 2018 0 repositories listed
• Progressive Sampling-Based Bayesian Optimization for Efficient and Automatic Machine Learning Model Selection
  6 Dec 2018 0 repositories listed
• The Limitations of Model Uncertainty in Adversarial Settings
  6 Dec 2018 0 repositories listed
• A Technical Survey on Statistical Modelling and Design Methods for Crowdsourcing Quality Control
  5 Dec 2018 0 repositories listed
• Efficient and Robust Machine Learning for Real-World Systems
  5 Dec 2018 0 repositories listed
• Unlabeled sample compression schemes and corner peelings for ample and maximum classes
  5 Dec 2018 0 repositories listed
• Compressive Classification (Machine Learning without learning)
  4 Dec 2018 0 repositories listed
• Expanding search in the space of empirical ML
  4 Dec 2018 0 repositories listed
• Machine Learning of coarse-grained Molecular Dynamics Force Fields
  4 Dec 2018 0 repositories listed
• Matrix Factorization via Deep Learning
  4 Dec 2018 0 repositories listed
• Towards Machine Learning Induction
  4 Dec 2018 0 repositories listed
• Crowd Sourcing based Active Learning Approach for Parking Sign Recognition
  3 Dec 2018 0 repositories listed
• Data Driven Chiller Plant Energy Optimization with Domain Knowledge
  3 Dec 2018 0 repositories listed
• Deep Learning Approach for Predicting 30 Day Readmissions after Coronary Artery Bypass Graft Surgery
  3 Dec 2018 0 repositories listed
• Distilling Information from a Flood: A Possibility for the Use of Meta-Analysis and Systematic Review in Machine Learning Research
  3 Dec 2018 0 repositories listed
• Generalization in anti-causal learning
  3 Dec 2018 0 repositories listed
• Learning the progression and clinical subtypes of Alzheimer's disease from longitudinal clinical data
  3 Dec 2018 0 repositories listed
• Machine Friendly Machine Learning: Interpretation of Computed Tomography Without Image Reconstruction
  3 Dec 2018 0 repositories listed
• Structure Learning Using Forced Pruning
  3 Dec 2018 0 repositories listed
• A Big Data Architecture for Log Data Storage and Analysis
  1 Dec 2018 0 repositories listed
• A Model for Learned Bloom Filters and Optimizing by Sandwiching
  1 Dec 2018 0 repositories listed
• Computing Higher Order Derivatives of Matrix and Tensor Expressions
  1 Dec 2018 0 repositories listed
• Data-driven Air Quality Characterisation for Urban Environments: a Case Study
  1 Dec 2018 0 repositories listed
• Diminishing Returns Shape Constraints for Interpretability and Regularization
  1 Dec 2018 0 repositories listed
• Extracting structured data from invoices
  1 Dec 2018 0 repositories listed
• Geometrically Coupled Monte Carlo Sampling
  1 Dec 2018 0 repositories listed