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BIG-bench Machine Learning

This branch include most common machine learning fundamental algorithms.

Papers

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Showing 3951–4000 of 10033 papers

TitleStatusHype
Adding machine learning within Hamiltonians: Renormalization group transformations, symmetry breaking and restoration—0
A study on using image based machine learning methods to develop the surrogate models of stamp forming simulations—0
Evaluation of company investment value based on machine learning—0
Interpretable Machine Learning for COVID-19: An Empirical Study on Severity Prediction TaskCode1
First-order Optimization for Superquantile-based Supervised LearningCode0
Using Machine Learning to Augment Coarse-Grid Computational Fluid Dynamics Simulations—0
Workflow Provenance in the Lifecycle of Scientific Machine Learning—0
Metrics for Benchmarking and Uncertainty Quantification: Quality, Applicability, and a Path to Best Practices for Machine Learning in Chemistry—0
Machine Learning in Airline Crew Pairing to Construct Initial Clusters for Dynamic Constraint Aggregation—0
Detecting Autism Spectrum Disorder using Machine Learning—0
Towards Improved Model Design for Authorship Identification: A Survey on Writing Style Understanding—0
A Supervised Machine Learning Approach for Accelerating the Design of Particulate Composites: Application to Thermal ConductivityCode0
Machine-Learning Approach to Analyze the Status of Forklift Vehicles with Irregular Movement in a Shipyard—0
Machine Learning for Semi-Automated Meteorite Recovery—0
A Comprehensive Survey of Machine Learning Applied to Radar Signal Processing—0
Machine Learning of Partial Differential Equations from Noise DataCode0
Transparency, Auditability and eXplainability of Machine Learning Models in Credit ScoringCode0
Afro-MNIST: Synthetic generation of MNIST-style datasets for low-resource languagesCode1
ECGDetect: Detecting Ischemia via Deep Learning—0
A Machine Learning-based Approach to Detect Threats in Bio-Cyber DNA Storage Systems—0
Loosely Coupled Federated Learning Over Generative Models—0
Machine Learning for Searching the Dark Energy Survey for Trans-Neptunian Objects—0
Experimental Design for Overparameterized Learning with Application to Single Shot Deep Active Learning—0
Measure Utility, Gain Trust: Practical Advice for XAI Researcher—0
Machine Learning in Event-Triggered Control: Recent Advances and Open Issues—0
A Review of Complex Systems Approaches to Cancer Networks—0
Reliability-Performance Trade-offs in Neuromorphic Computing—0
Machine Learning Algorithms for Active Monitoring of High Performance Computing as a Service (HPCaaS) Cloud Environments—0
Physics-Guided Recurrent Graph Networks for Predicting Flow and Temperature in River Networks—0
Cross-individual Recognition of Emotions by a Dynamic Entropy based on Pattern Learning with EEG features—0
A Machine Learning Based Regulatory Risk Index for Cryptocurrencies—0
High Definition image classification in Geoscience using Machine LearningCode0
Fairness in Semi-supervised Learning: Unlabeled Data Help to Reduce Discrimination—0
Going to Extremes: Weakly Supervised Medical Image SegmentationCode0
Towards the Automation of a Chemical Sulphonation Process with Machine Learning—0
Resource-Constrained On-Device Learning by Dynamic Averaging—0
Physics Informed Neural Networks for Simulating Radiative TransferCode1
A Preliminary Study of Machine-Learning-Based Ranging with LTE Channel Impulse Response in Multipath Environment—0
Advancing the Research and Development of Assured Artificial Intelligence and Machine Learning Capabilities—0
Secure Data Sharing With Flow ModelCode0
Using satellite imagery to understand and promote sustainable development—0
Machine Learning and Computational Mathematics—0
Grain Surface Classification via Machine Learning Methods—0
Fair Meta-Learning For Few-Shot Classification—0
Explaining Chemical Toxicity using Missing Features—0
Dataset Optimization Strategies for MalwareTraffic DetectionCode1
Probabilistic Machine Learning for Healthcare—0
Machine-learning physics from unphysics: Finding deconfinement temperature in lattice Yang-Mills theories from outside the scaling window—0
Accurate and Interpretable Machine Learning for Transparent Pricing of Health Insurance Plans—0
An Intuitive Tutorial to Gaussian Process RegressionCode1
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Benchmark Results

#ModelMetricClaimedVerifiedStatus
1Fb232account and password 100—Unverified