Browse State-of-the-Art › BIG-bench Machine Learning › Papers, page 26

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 26 of 101: papers 2,501 to 2,600 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-based Biological Ageing Estimation Technologies: A Survey
  25 Jun 2022 0 repositories listed
• A novel approach to increase scalability while training machine learning algorithms using Bfloat 16 in credit card fraud detection
  24 Jun 2022 0 repositories listed
• Adversarial Robustness of Deep Neural Networks: A Survey from a Formal Verification Perspective
  24 Jun 2022 0 repositories listed
• Bugs in Machine Learning-based Systems: A Faultload Benchmark
  24 Jun 2022 0 repositories listed
• FEATHERS: Federated Architecture and Hyperparameter Search
  24 Jun 2022 0 repositories listed
• Implicit Channel Learning for Machine Learning Applications in 6G Wireless Networks
  24 Jun 2022 0 repositories listed
• Quantifying Inherent Randomness in Machine Learning Algorithms
  24 Jun 2022 0 repositories listed
• A Framework for Understanding Model Extraction Attack and Defense
  23 Jun 2022 0 repositories listed
• A Review of Published Machine Learning Natural Language Processing Applications for Protocolling Radiology Imaging
  23 Jun 2022 0 repositories listed
• Authentication of Copy Detection Patterns under Machine Learning Attacks: A Supervised Approach
  23 Jun 2022 0 repositories listed
• Predicting the Geoeffectiveness of CMEs Using Machine Learning
  23 Jun 2022 0 repositories listed
• Proposal and Verification of Novel Machine Learning on Classification Problems
  23 Jun 2022 0 repositories listed
• Stochastic Langevin Differential Inclusions with Applications to Machine Learning
  23 Jun 2022 0 repositories listed
• AlphaMLDigger: A Novel Machine Learning Solution to Explore Excess Return on Investment
  22 Jun 2022 0 repositories listed
• On a class of geodesically convex optimization problems solved via Euclidean MM methods
  22 Jun 2022 0 repositories listed
• Program Targeting with Machine Learning and Mobile Phone Data: Evidence from an Anti-Poverty Intervention in Afghanistan
  22 Jun 2022 0 repositories listed
• Quantization Robust Federated Learning for Efficient Inference on Heterogeneous Devices
  22 Jun 2022 0 repositories listed
• Robust Bayesian Recourse
  22 Jun 2022 0 repositories listed
• Traffic Congestion Prediction Using Machine Learning Techniques
  22 Jun 2022 0 repositories listed
• Machine Learning Prescriptive Canvas for Optimizing Business Outcomes
  21 Jun 2022 0 repositories listed
• The Integration of Machine Learning into Automated Test Generation: A Systematic Mapping Study
  21 Jun 2022 0 repositories listed
• WrapperFL: A Model Agnostic Plug-in for Industrial Federated Learning
  21 Jun 2022 0 repositories listed
• A Machine Learning Data Fusion Model for Soil Moisture Retrieval
  20 Jun 2022 0 repositories listed
• Hyperparameter Importance of Quantum Neural Networks Across Small Datasets
  20 Jun 2022 0 repositories listed
• Interpretable machine learning optimization (InterOpt) for operational parameters: a case study of highly-efficient shale gas development
  20 Jun 2022 0 repositories listed
• Latent Variable Modelling Using Variational Autoencoders: A survey
  20 Jun 2022 0 repositories listed
• Quantum-machine-learning channel discrimination
  20 Jun 2022 0 repositories listed
• Stop ordering machine learning algorithms by their explainability! A user-centered investigation of performance and explainability
  20 Jun 2022 0 repositories listed
• The Right Tool for the Job: Open-Source Auditing Tools in Machine Learning
  20 Jun 2022 0 repositories listed
• The Role of Machine Learning in Cybersecurity
  20 Jun 2022 0 repositories listed
• Towards Perspective-Based Specification of Machine Learning-Enabled Systems
  20 Jun 2022 0 repositories listed
• Direct Generation of Protein Conformational Ensembles via Machine Learning
  19 Jun 2022 0 repositories listed
• Laziness, Barren Plateau, and Noise in Machine Learning
  19 Jun 2022 0 repositories listed
• Prevent Car Accidents by Using AI
  19 Jun 2022 0 repositories listed
• A Combined PCA-MLP Network for Early Breast Cancer Detection
  18 Jun 2022 0 repositories listed
• AI Based Chatbot: An Approach of Utilizing On Customer Service Assistance
  18 Jun 2022 0 repositories listed
• The Consistency of Adversarial Training for Binary Classification
  18 Jun 2022 0 repositories listed
• A review of machine learning concepts and methods for addressing challenges in probabilistic hydrological post-processing and forecasting
  17 Jun 2022 0 repositories listed
• Accelerating Machine Learning Training Time for Limit Order Book Prediction
  17 Jun 2022 0 repositories listed
• DPDR: A novel machine learning method for the Decision Process for Dimensionality Reduction
  17 Jun 2022 0 repositories listed
• Learning the parameters of a differential equation from its trajectory via the adjoint equation
  17 Jun 2022 0 repositories listed
• A Machine Learning-based Digital Twin for Electric Vehicle Battery Modeling
  16 Jun 2022 0 repositories listed
• Applications of Machine Learning to the Identification of Anomalous ER Claims
  16 Jun 2022 0 repositories listed
• Assessing the Value of Transfer Learning Metrics for RF Domain Adaptation
  16 Jun 2022 0 repositories listed
• Automated analysis of continuum fields from atomistic simulations using statistical machine learning
  16 Jun 2022 0 repositories listed
• BlindFL: Vertical Federated Machine Learning without Peeking into Your Data
  16 Jun 2022 0 repositories listed
• Classification of datasets with imputed missing values: does imputation quality matter?
  16 Jun 2022 0 repositories listed
• Fault-Tolerant Collaborative Inference through the Edge-PRUNE Framework
  16 Jun 2022 0 repositories listed
• Hardness prediction of age-hardening aluminum alloy based on ensemble learning
  16 Jun 2022 0 repositories listed
• Detection of magnetohydrodynamic waves by using machine learning
  15 Jun 2022 0 repositories listed
• Theory of Machine Learning with Limited Data
  15 Jun 2022 0 repositories listed
• Modern Machine-Learning Predictive Models for Diagnosing Infectious Diseases
  15 Jun 2022 0 repositories listed
• Multi-Objective Hyperparameter Optimization in Machine Learning -- An Overview
  15 Jun 2022 0 repositories listed
• Continual-Learning-as-a-Service (CLaaS): On-Demand Efficient Adaptation of Predictive Models
  14 Jun 2022 0 repositories listed
• Deep Reinforcement Learning for Exact Combinatorial Optimization: Learning to Branch
  14 Jun 2022 0 repositories listed
• ECG beat classification using machine learning and pre-trained convolutional neural networks
  14 Jun 2022 0 repositories listed
• Using Machine Learning to Augment Dynamic Time Warping Based Signal Classification
  14 Jun 2022 0 repositories listed
• GPU-Accelerated Machine Learning in Non-Orthogonal Multiple Access
  13 Jun 2022 0 repositories listed
• Machine Learning-Driven Process of Alumina Ceramics Laser Machining
  13 Jun 2022 0 repositories listed
• Machine Learning Training on a Real Processing-in-Memory System
  13 Jun 2022 0 repositories listed
• Mapping fNIRS to fMRI with Neural Data Augmentation and Machine Learning Models
  13 Jun 2022 0 repositories listed
• A Machine Learning Model for Predicting, Diagnosing, and Mitigating Health Disparities in Hospital Readmission
  13 Jun 2022 0 repositories listed
• Modeling the Machine Learning Multiverse
  13 Jun 2022 0 repositories listed
• Darknet Traffic Classification and Adversarial Attacks
  12 Jun 2022 0 repositories listed
• Learning to Detect with Constant False Alarm Rate
  12 Jun 2022 0 repositories listed
• Machine learning based surrogate modeling with SVD enabled training for nonlinear civil structures subject to dynamic loading
  12 Jun 2022 0 repositories listed
• Science through Machine Learning: Quantification of Poststorm Thermospheric Cooling
  12 Jun 2022 0 repositories listed
• From Human Days to Machine Seconds: Automatically Answering and Generating Machine Learning Final Exams
  11 Jun 2022 0 repositories listed
• A Review of Causality for Learning Algorithms in Medical Image Analysis
  11 Jun 2022 0 repositories listed
• Scientific Inference With Interpretable Machine Learning: Analyzing Models to Learn About Real-World Phenomena
  11 Jun 2022 0 repositories listed
• Machine Learning Inference on Inequality of Opportunity
  10 Jun 2022 0 repositories listed
• Machine Learning Application in Health
  10 Jun 2022 0 repositories listed
• Memory Classifiers: Two-stage Classification for Robustness in Machine Learning
  10 Jun 2022 0 repositories listed
• Model-based machine learning of critical brain dynamics
  10 Jun 2022 0 repositories listed
• Modeling membrane curvature generation using mechanics and machine learning
  10 Jun 2022 0 repositories listed
• Response to: Significance and stability of deep learning-based identification of subtypes within major psychiatric disorders. Molecular Psychiatry (2022)
  10 Jun 2022 0 repositories listed
• XAudit : A Theoretical Look at Auditing with Explanations
  9 Jun 2022 0 repositories listed
• Discriminative and Generative Learning for Linear Estimation of Random Signals [Lecture Notes]
  9 Jun 2022 0 repositories listed
• Generative Adversarial Networks and Image-Based Malware Classification
  8 Jun 2022 0 repositories listed
• Machine learning-based patient selection in an emergency department
  8 Jun 2022 0 repositories listed
• Simplifying Polylogarithms with Machine Learning
  8 Jun 2022 0 repositories listed
• What-is and How-to for Fairness in Machine Learning: A Survey, Reflection, and Perspective
  8 Jun 2022 0 repositories listed
• Detecting Anomalous Cryptocurrency Transactions: an AML/CFT Application of Machine Learning-based Forensics
  7 Jun 2022 0 repositories listed
• Intelligent Circuit Design and Implementation with Machine Learning
  7 Jun 2022 0 repositories listed
• Recent Advances for Quantum Neural Networks in Generative Learning
  7 Jun 2022 0 repositories listed
• Risk Measures and Upper Probabilities: Coherence and Stratification
  7 Jun 2022 0 repositories listed
• Canonical Cortical Graph Neural Networks and its Application for Speech Enhancement in Audio-Visual Hearing Aids
  6 Jun 2022 0 repositories listed
• Compilation and Optimizations for Efficient Machine Learning on Embedded Systems
  6 Jun 2022 0 repositories listed
• Is More Data All You Need? A Causal Exploration
  6 Jun 2022 0 repositories listed
• Knowledge-based Document Classification with Shannon Entropy
  6 Jun 2022 0 repositories listed
• Machine Learning Prediction for Phase-less Millimeter-Wave Beam Tracking
  6 Jun 2022 0 repositories listed
• Transfer Learning based Search Space Design for Hyperparameter Tuning
  6 Jun 2022 0 repositories listed
• Understanding Machine Learning Practitioners' Data Documentation Perceptions, Needs, Challenges, and Desiderata
  6 Jun 2022 0 repositories listed
• Accurate Virus Identification with Interpretable Raman Signatures by Machine Learning
  5 Jun 2022 0 repositories listed
• Bandit Theory and Thompson Sampling-Guided Directed Evolution for Sequence Optimization
  5 Jun 2022 0 repositories listed
• (Im)possibility of Collective Intelligence
  5 Jun 2022 0 repositories listed
• Model-Agnostic Confidence Intervals for Feature Importance: A Fast and Powerful Approach Using Minipatch Ensembles
  5 Jun 2022 0 repositories listed
• Machine learning applications for electricity market agent-based models: A systematic literature review
  5 Jun 2022 0 repositories listed
• A Control Theoretic Framework for Adaptive Gradient Optimizers in Machine Learning
  4 Jun 2022 0 repositories listed
• AI in 6G: Energy-Efficient Distributed Machine Learning for Multilayer Heterogeneous Networks
  4 Jun 2022 0 repositories listed