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BIG-bench Machine Learning

This branch include most common machine learning fundamental algorithms.

Papers

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Showing 1451–1500 of 10033 papers

TitleStatusHype
Reliable and Trustworthy Machine Learning for Health Using Dataset Shift Detection—0
Beta Shapley: a Unified and Noise-reduced Data Valuation Framework for Machine LearningCode1
Machine learning spectral functions in lattice QCD—0
Concepts for Automated Machine Learning in Smart Grid Applications—0
Interpretable Decision Trees Through MaxSAT—0
A Metalearning Approach for Physics-Informed Neural Networks (PINNs): Application to Parameterized PDEs—0
Addressing Privacy Threats from Machine Learning—0
Quantum machine learning beyond kernel methodsCode1
mlr3spatiotempcv: Spatiotemporal resampling methods for machine learning in RCode1
Gradient-based Quadratic Multiform Separation—0
Scientific Machine Learning Benchmarks—0
Bridging the gap to real-world for network intrusion detection systems with data-centric approachCode1
Physics informed machine learning with Smoothed Particle Hydrodynamics: Hierarchy of reduced Lagrangian models of turbulenceCode1
Seeing biodiversity: perspectives in machine learning for wildlife conservation—0
Applications and Techniques for Fast Machine Learning in Science—0
Memory visualization tool for training neural network—0
DP-XGBoost: Private Machine Learning at Scale—0
QuantifyML: How Good is my Machine Learning Model?—0
Neo: Generalizing Confusion Matrix Visualization to Hierarchical and Multi-Output LabelsCode1
Why Machine Learning Cannot Ignore Maximum Likelihood Estimation—0
Uncertainty aware anomaly detection to predict errant beam pulses in the SNS accelerator—0
Predictive machine learning for prescriptive applications: a coupled training-validating approach—0
Mechanistic Interpretation of Machine Learning Inference: A Fuzzy Feature Importance Fusion Approach—0
Forecasting Financial Market Structure from Network Features using Machine Learning—0
Using scientific machine learning for experimental bifurcation analysis of dynamic systems—0
ML with HE: Privacy Preserving Machine Learning Inferences for Genome StudiesCode0
Interpretable Machine Learning for Resource Allocation with Application to Ventilator Triage—0
A Machine Learning Framework Towards Transparency in Experts' Decision Quality—0
OpenABC-D: A Large-Scale Dataset For Machine Learning Guided Integrated Circuit SynthesisCode1
MLPerf HPC: A Holistic Benchmark Suite for Scientific Machine Learning on HPC Systems—0
Quantum field theories, Markov random fields and machine learning—0
One-Step Abductive Multi-Target Learning with Diverse Noisy Samples and Its Application to Tumour Segmentation for Breast CancerCode0
A Data-Centric Optimization Framework for Machine LearningCode1
Color Teams for Machine Learning Development—0
fairadapt: Causal Reasoning for Fair Data Pre-processing—0
Identification of high order closure terms from fully kinetic simulations using machine learning—0
A Survey on Machine Learning Techniques for Source Code AnalysisCode1
Efficient Analysis of COVID-19 Clinical Data using Machine Learning Models—0
Goal Agnostic Planning using Maximum Likelihood Paths in Hypergraph World Models—0
Strategizing University Rank Improvement using Interpretable Machine Learning and Data Visualization—0
Training Deep Neural Networks with Adaptive Momentum Inspired by the Quadratic OptimizationCode1
Utilizing Active Machine Learning for Quality Assurance: A Case Study of Virtual Car Renderings in the Automotive Industry—0
AUTO-DISCERN: Autonomous Driving Using Common Sense Reasoning—0
Gravitational wave surrogates through automated machine learning—0
Poisoning Attacks on Fair Machine Learning—0
On-board Fault Diagnosis of a Laboratory Mini SR-30 Gas Turbine Engine—0
Performance Analysis of Quantum Machine Learning Classifiers—0
Mapping illegal waste dumping sites with neural-network classification of satellite imagery—0
Automated Remote Sensing Forest Inventory Using Satellite ImageryCode0
Fast Strain Estimation and Frame Selection in Ultrasound Elastography using Machine Learning—0
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Benchmark Results

#ModelMetricClaimedVerifiedStatus
1Fb232account and password 100—Unverified