Browse State-of-the-Art › BIG-bench Machine Learning › Papers, page 48

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 48 of 101: papers 4,701 to 4,800 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.

• Clairvoyant Prefetching for Distributed Machine Learning I/O
  21 Jan 2021 0 repositories listed
• DataLoc+: A Data Augmentation Technique for Machine Learning in Room-Level Indoor Localization
  21 Jan 2021 0 repositories listed
• Discrete Choice Analysis with Machine Learning Capabilities
  21 Jan 2021 0 repositories listed
• Game-Theoretic and Machine Learning-based Approaches for Defensive Deception: A Survey
  21 Jan 2021 0 repositories listed
• Machine Learning Based Early Fire Detection System using a Low-Cost Drone
  21 Jan 2021 0 repositories listed
• PyGlove: Symbolic Programming for Automated Machine Learning
  21 Jan 2021 0 repositories listed
• A Taylor Based Sampling Scheme for Machine Learning in Computational Physics
  20 Jan 2021 0 repositories listed
• Aesthetics, Personalization and Recommendation: A survey on Deep Learning in Fashion
  20 Jan 2021 0 repositories listed
• Component Tree Loss Function: Definition and Optimization
  20 Jan 2021 0 repositories listed
• Enhancing Generative Models via Quantum Correlations
  20 Jan 2021 0 repositories listed
• Introduction to Normalizing Flows for Lattice Field Theory
  20 Jan 2021 0 repositories listed
• Review of Machine Learning Applications in Wireless Communications
  20 Jan 2021 0 repositories listed
• secureTF: A Secure TensorFlow Framework
  20 Jan 2021 0 repositories listed
• An Improvement of Object Detection Performance using Multi-step Machine Learnings
  19 Jan 2021 0 repositories listed
• Improving type information inferred by decompilers with supervised machine learning
  19 Jan 2021 0 repositories listed
• Machine learning applications for COVID-19: A state-of-the-art review
  19 Jan 2021 0 repositories listed
• Optimizing Hyperparameters in CNNs using Bilevel Programming in Time Series Data
  19 Jan 2021 0 repositories listed
• The fiscal response to revenue shocks
  19 Jan 2021 0 repositories listed
• Classification of Pedagogical content using conventional machine learning and deep learning model
  18 Jan 2021 0 repositories listed
• Deep Learning for Moving Blockage Prediction using Real Millimeter Wave Measurements
  18 Jan 2021 0 repositories listed
• Feature Fusion of Raman Chemical Imaging and Digital Histopathology using Machine Learning for Prostate Cancer Detection
  18 Jan 2021 0 repositories listed
• Interactive slice visualization for exploring machine learning models
  18 Jan 2021 0 repositories listed
• Learning to Select for MIMO Radar based on Hybrid Analog-Digital Beamforming
  18 Jan 2021 0 repositories listed
• Machine learning with limited data
  18 Jan 2021 0 repositories listed
• Spatial Network Decomposition for Fast and Scalable AC-OPF Learning
  17 Jan 2021 0 repositories listed
• A Survey on Extraction of Causal Relations from Natural Language Text
  16 Jan 2021 0 repositories listed
• Comparison of Machine Learning for Sentiment Analysis in Detecting Anxiety Based on Social Media Data
  16 Jan 2021 0 repositories listed
• A Novel Cluster Classify Regress Model Predictive Controller Formulation; CCR-MPC
  15 Jan 2021 0 repositories listed
• Hybrid Quantum-Classical Graph Convolutional Network
  15 Jan 2021 0 repositories listed
• "Killing Me" Is Not a Spoiler: Spoiler Detection Model using Graph Neural Networks with Dependency Relation-Aware Attention Mechanism
  15 Jan 2021 0 repositories listed
• Machine-Learning Mathematical Structures
  15 Jan 2021 0 repositories listed
• Privacy Protection of Grid Users Data with Blockchain and Adversarial Machine Learning
  15 Jan 2021 0 repositories listed
• Responsible AI Challenges in End-to-end Machine Learning
  15 Jan 2021 0 repositories listed
• A Deep Learning Based Ternary Task Classification System Using Gramian Angular Summation Field in fNIRS Neuroimaging Data
  14 Jan 2021 0 repositories listed
• A Ternary Bi-Directional LSTM Classification for Brain Activation Pattern Recognition Using fNIRS
  14 Jan 2021 0 repositories listed
• Adversarial Machine Learning in Text Analysis and Generation
  14 Jan 2021 0 repositories listed
• Feature reduction for machine learning on molecular features: The GeneScore
  14 Jan 2021 0 repositories listed
• Federated Learning: Opportunities and Challenges
  14 Jan 2021 0 repositories listed
• Machine-learning enhanced dark soliton detection in Bose-Einstein condensates
  14 Jan 2021 0 repositories listed
• Reliability Check via Weight Similarity in Privacy-Preserving Multi-Party Machine Learning
  14 Jan 2021 0 repositories listed
• A Physics-Informed Machine Learning Model for Porosity Analysis in Laser Powder Bed Fusion Additive Manufacturing
  13 Jan 2021 0 repositories listed
• AutoDS: Towards Human-Centered Automation of Data Science
  13 Jan 2021 0 repositories listed
• Designing Machine Learning Toolboxes: Concepts, Principles and Patterns
  13 Jan 2021 0 repositories listed
• Machine learning approach for biopsy-based identification of eosinophilic esophagitis reveals importance of global features
  13 Jan 2021 0 repositories listed
• Random Fourier Feature Based Deep Learning for Wireless Communications
  13 Jan 2021 0 repositories listed
• Sequential IoT Data Augmentation using Generative Adversarial Networks
  13 Jan 2021 0 repositories listed
• Whither AutoML? Understanding the Role of Automation in Machine Learning Workflows
  13 Jan 2021 0 repositories listed
• Blind Modulation Classification via Combined Machine Learning and Signal Feature Extraction
  12 Jan 2021 0 repositories listed
• Interpretable discovery of new semiconductors with machine learning
  12 Jan 2021 0 repositories listed
• Machine Learning for Initial Value Problems of Parameter-Dependent Dynamical Systems
  12 Jan 2021 0 repositories listed
• Model-Based Machine Learning for Communications
  12 Jan 2021 0 repositories listed
• Proceedings of the NeurIPS 2020 Workshop on Machine Learning for the Developing World: Improving Resilience
  12 Jan 2021 0 repositories listed
• Reliable Fleet Analytics for Edge IoT Solutions
  12 Jan 2021 0 repositories listed
• A Framework for Assurance of Medication Safety using Machine Learning
  11 Jan 2021 0 repositories listed
• A novel shape matching descriptor for real-time hand gesture recognition
  11 Jan 2021 0 repositories listed
• Adversary Instantiation: Lower Bounds for Differentially Private Machine Learning
  11 Jan 2021 0 repositories listed
• Constraint 2021: Machine Learning Models for COVID-19 Fake News Detection Shared Task
  11 Jan 2021 0 repositories listed
• Cycle Generative Adversarial Networks Algorithm With Style Transfer For Image Generation
  11 Jan 2021 0 repositories listed
• FedAR: Activity and Resource-Aware Federated Learning Model for Distributed Mobile Robots
  11 Jan 2021 0 repositories listed
• Impact of Interventional Policies Including Vaccine on Covid-19 Propagation and Socio-Economic Factors
  11 Jan 2021 0 repositories listed
• Machine Learning Towards Intelligent Systems: Applications, Challenges, and Opportunities
  11 Jan 2021 0 repositories listed
• Machine Learning Uncertainty as a Design Material: A Post-Phenomenological Inquiry
  11 Jan 2021 0 repositories listed
• Second Hand Price Prediction for Tesla Vehicles
  11 Jan 2021 0 repositories listed
• Technology Readiness Levels for Machine Learning Systems
  11 Jan 2021 0 repositories listed
• An Experimental Analysis of Attack Classification Using Machine Learning in IoT Networks
  10 Jan 2021 0 repositories listed
• Machine learning based automated identification of thunderstorms from anemometric records using shapelet transform
  10 Jan 2021 0 repositories listed
• Occupancy Detection in Room Using Sensor Data
  10 Jan 2021 0 repositories listed
• Sum-Rate Maximization for UAV-assisted Visible Light Communications using NOMA: Swarm Intelligence meets Machine Learning
  10 Jan 2021 0 repositories listed
• Training Affective Computer Vision Models by Crowdsourcing Soft-Target Labels
  10 Jan 2021 0 repositories listed
• Benchmarking Machine Learning: How Fast Can Your Algorithms Go?
  8 Jan 2021 0 repositories listed
• DiPSeN: Differentially Private Self-normalizing Neural Networks For Adversarial Robustness in Federated Learning
  8 Jan 2021 0 repositories listed
• Forecasting Commodity Prices Using Long Short-Term Memory Neural Networks
  8 Jan 2021 0 repositories listed
• Designing Low-Correlation GPS Spreading Codes with a Natural Evolution Strategy Machine Learning Algorithm
  8 Jan 2021 0 repositories listed
• Towards a Robust and Trustworthy Machine Learning System Development: An Engineering Perspective
  8 Jan 2021 0 repositories listed
• Adversarial Machine Learning for 5G Communications Security
  7 Jan 2021 0 repositories listed
• Application of an automated machine learning-genetic algorithm (AutoML-GA) coupled with computational fluid dynamics simulations for rapid engine design optimization
  7 Jan 2021 0 repositories listed
• Analyzing the Stability of Non-coplanar Circumbinary Planets using Machine Learning
  7 Jan 2021 0 repositories listed
• Architectural Patterns for the Design of Federated Learning Systems
  7 Jan 2021 0 repositories listed
• Dataset Definition Standard (DDS)
  7 Jan 2021 0 repositories listed
• Diminishing Uncertainty within the Training Pool: Active Learning for Medical Image Segmentation
  7 Jan 2021 0 repositories listed
• On the Management of Type 1 Diabetes Mellitus with IoT Devices and ML Techniques
  7 Jan 2021 0 repositories listed
• Retrieval of Coloured Dissolved Organic Matter with Machine Learning Methods
  7 Jan 2021 0 repositories listed
• User Response Prediction in Online Advertising
  7 Jan 2021 0 repositories listed
• Adaptive Synthetic Characters for Military Training
  6 Jan 2021 0 repositories listed
• Biosensors and Machine Learning for Enhanced Detection, Stratification, and Classification of Cells: A Review
  6 Jan 2021 0 repositories listed
• Phishing Attacks and Websites Classification Using Machine Learning and Multiple Datasets (A Comparative Analysis)
  6 Jan 2021 0 repositories listed
• Predicting Forest Fire Using Remote Sensing Data And Machine Learning
  6 Jan 2021 0 repositories listed Syntology 1 ran (of which 0 constructed an object rather than computing a result; 1 with no instrument failure: 0 honoured, 0 violated, 1 with no contract checked; 0 where Syntology's instrument failed) · 1 unverified (of 2 harvested samples) · 2 pointer-only (licence)
• Weighted Ensemble-model and Network Analysis: A method to predict fluid intelligence via naturalistic functional connectivity
  6 Jan 2021 0 repositories listed
• A Symmetric Loss Perspective of Reliable Machine Learning
  5 Jan 2021 0 repositories listed
• Single-preparation unsupervised quantum machine learning: concepts and applications
  5 Jan 2021 0 repositories listed
• State-of-the-Art Review of Machine Learning Applications in Constitutive Modeling of Soils
  5 Jan 2021 0 repositories listed
• Structured Machine Learning Tools for Modelling Characteristics of Guided Waves
  5 Jan 2021 0 repositories listed
• A Pluggable Learned Index Method via Sampling and Gap Insertion
  4 Jan 2021 0 repositories listed
• Fusion of Federated Learning and Industrial Internet of Things: A Survey
  4 Jan 2021 0 repositories listed
• Gaussian Function On Response Surface Estimation
  4 Jan 2021 0 repositories listed
• Learning to solve the single machine scheduling problem with release times and sum of completion times
  4 Jan 2021 0 repositories listed
• Shoiuld Humans Lie to Machines: The Incentive Compatibility of Lasso and General Weighted Lasso
  4 Jan 2021 0 repositories listed
• Robust Machine Learning Systems: Challenges, Current Trends, Perspectives, and the Road Ahead
  4 Jan 2021 0 repositories listed
• The Value Added of Machine Learning to Causal Inference: Evidence from Revisited Studies
  4 Jan 2021 0 repositories listed
• Combining Graph Neural Networks and Spatio-temporal Disease Models to Predict COVID-19 Cases in Germany
  3 Jan 2021 0 repositories listed

Syntology lines on 1 of the papers shown; no Syntology record for the others (a paper without an arXiv id cannot be joined to the graph, and absence from the graph layer is not a recorded non-run). “Ran” means the sample executed on a synthesized fixture, not that the paper's result was reproduced; each line links to that paper's sample list. Syntology's record for this page has not changed since 2026-09-28, the first build that kept a record date for it; when this build read Syntology's graph is in the build record. For agents: get_harvested_code_for_paper(arxiv_id) lists each paper's samples; how to connect.