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BIG-bench Machine Learning

This branch include most common machine learning fundamental algorithms.

Papers

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Showing 1101–1150 of 10033 papers

TitleStatusHype
Knowledge-based Document Classification with Shannon Entropy—0
Machine learning applications for electricity market agent-based models: A systematic literature review—0
Model-Agnostic Confidence Intervals for Feature Importance: A Fast and Powerful Approach Using Minipatch Ensembles—0
(Im)possibility of Collective Intelligence—0
Bandit Theory and Thompson Sampling-Guided Directed Evolution for Sequence Optimization—0
Accurate Virus Identification with Interpretable Raman Signatures by Machine Learning—0
A Control Theoretic Framework for Adaptive Gradient Optimizers in Machine Learning—0
Distributed Machine Learning in D2D-Enabled Heterogeneous Networks: Architectures, Performance, and Open Challenges—0
AI in 6G: Energy-Efficient Distributed Machine Learning for Multilayer Heterogeneous Networks—0
A High-Performance Customer Churn Prediction System based on Self-Attention—0
Prescriptive maintenance with causal machine learning—0
Uncertainty Estimation in Machine Learning—0
Debiased Machine Learning without Sample-Splitting for Stable Estimators—0
PROMISSING: Pruning Missing Values in Neural Networks—0
Innovations in Integrating Machine Learning and Agent-Based Modeling of Biomedical Systems—0
A New Security Boundary of Component Differentially Challenged XOR PUFs Against Machine Learning Modeling Attacks—0
Machine Learning for Detection of 3D Features using sparse X-ray data—0
Coordinated Double Machine LearningCode0
Applied Federated Learning: Architectural Design for Robust and Efficient Learning in Privacy Aware Settings—0
Graph Machine Learning for Design of High-Octane Fuels—0
Federated Learning in Satellite Constellations—0
Studying the Practices of Deploying Machine Learning Projects on Docker—0
(Machine) Learning What Policies Value—0
Open-environment Machine Learning—0
How Biased are Your Features?: Computing Fairness Influence Functions with Global Sensitivity AnalysisCode0
Differentially Private Shapley Values for Data Evaluation—0
Support Vector Machines under Adversarial Label Contamination—0
Human Wellbeing and Machine Learning—0
Individual health-disease phase diagrams for disease prevention based on machine learning—0
Fairness Transferability Subject to Bounded Distribution ShiftCode0
A review of machine learning approaches, challenges and prospects for computational tumor pathology—0
Attribution-based Explanations that Provide Recourse Cannot be Robust—0
End-to-end Optimization of Machine Learning Prediction Queries—0
Payday loans -- blessing or growth suppressor? Machine Learning Analysis—0
AI-enabled Sound Pattern Recognition on Asthma Medication Adherence: Evaluation with the RDA Benchmark SuiteCode0
Deep Learning Methods for Fingerprint-Based Indoor Positioning: A Review—0
Machine Learning Methods for Health-Index Prediction in Coating Chambers—0
Bayesian Active Learning for Scanning Probe Microscopy: from Gaussian Processes to Hypothesis Learning—0
White-box Membership Attack Against Machine Learning Based Retinopathy Classification—0
End-to-End Topology-Aware Machine Learning for Power System Reliability Assessment—0
FLICU: A Federated Learning Workflow for Intensive Care Unit Mortality PredictionCode0
Machine Learning for Microcontroller-Class Hardware: A Review—0
Comparison of meta-learners for estimating multi-valued treatment heterogeneous effectsCode0
MC-GEN:Multi-level Clustering for Private Synthetic Data GenerationCode0
Subverting machines, fluctuating identities: Re-learning human categorization—0
PSL is Dead. Long Live PSL—0
Machine Learning-Based User Scheduling in Integrated Satellite-HAPS-Ground Networks—0
Counterfactual Fairness with Partially Known Causal Graph—0
Privacy-Preserving Wavelet Neural Network with Fully Homomorphic Encryption—0
Flexible Group Fairness Metrics for Survival AnalysisCode0
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Benchmark Results

#ModelMetricClaimedVerifiedStatus
1Fb232account and password 100—Unverified