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BIG-bench Machine Learning

This branch include most common machine learning fundamental algorithms.

Papers

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Showing 5501–5550 of 10033 papers

TitleStatusHype
Data-Driven Discovery of Coarse-Grained Equations—0
HAMLET -- A Learning Curve-Enabled Multi-Armed Bandit for Algorithm Selection—0
Survey of Deep Reinforcement Learning for Motion Planning of Autonomous Vehicles—0
AVATAR -- Machine Learning Pipeline Evaluation Using Surrogate Model—0
Proceedings of Symposium on Data Mining Applications 2014—0
Modelling and Quantifying Membership Information Leakage in Machine Learning—0
Hamiltonian neural networks for solving equations of motionCode1
Machine Learning in Thermodynamics: Prediction of Activity Coefficients by Matrix Completion—0
Safe Predictors for Enforcing Input-Output Specifications—0
Just Noticeable Difference for Machines to Generate Adversarial Images—0
Regularization Helps with Mitigating Poisoning Attacks: Distributionally-Robust Machine Learning Using the Wasserstein Distance—0
Real-time Out-of-distribution Detection in Learning-Enabled Cyber-Physical Systems—0
Privacy-Preserving Gaussian Process Regression -- A Modular Approach to the Application of Homomorphic Encryption—0
Statistical Limits of Supervised Quantum Learning—0
Multi-class Gaussian Process Classification with Noisy InputsCode1
D2D-Enabled Data Sharing for Distributed Machine Learning at Wireless Network Edge—0
Physics-Guided Machine Learning for Scientific Discovery: An Application in Simulating Lake Temperature Profiles—0
LIMITS: Lightweight Machine Learning for IoT Systems with Resource Limitations—0
The KEEN Universe: An Ecosystem for Knowledge Graph Embeddings with a Focus on Reproducibility and TransferabilityCode2
Performance Analysis and Comparison of Machine and Deep Learning Algorithms for IoT Data Classification—0
Feature selection in machine learning: Rényi min-entropy vs Shannon entropy—0
The Final Frontier: Deep Learning in Space—0
A Robust Real-Time Computing-based Environment Sensing System for Intelligent Vehicle—0
Estimation of high frequency nutrient concentrations from water quality surrogates using machine learning methods—0
Interpreting Machine Learning Malware Detectors Which Leverage N-gram AnalysisCode0
One Explanation Does Not Fit All: The Promise of Interactive Explanations for Machine Learning Transparency—0
Machine Learning for a Music Glove Instrument—0
Data-Driven Prediction Model of Components Shift during Reflow Process in Surface Mount Technology—0
Explainable Artificial Intelligence and Machine Learning: A reality rooted perspective—0
Applying Machine Learning Algorithms for Kidney Disease Diagnosis—0
Model-Based Machine Learning for Joint Digital Backpropagation and PMD Compensation—0
Machine Learning-aided Design of Thinned Antenna Arrays for Optimized Network Level Performance—0
Radiomics and artificial intelligence analysis of CT data for the identification of prognostic features in multiple myeloma—0
Reasoning About Generalization via Conditional Mutual Information—0
When Wireless Security Meets Machine Learning: Motivation, Challenges, and Research Directions—0
Explainable Machine Learning Control -- robust control and stability analysis—0
EventMapper: Detecting Real-World Physical Events Using Corroborative and Probabilistic SourcesCode0
Deep Transformer Models for Time Series Forecasting: The Influenza Prevalence CaseCode1
Brain Tumor Classification Using Deep Learning Technique -- A Comparison between Cropped, Uncropped, and Segmented Lesion Images with Different Sizes—0
FsNet: Feature Selection Network on High-dimensional Biological DataCode1
Machine learning based co-creative design framework—0
Improving generalisation of AutoML systems with dynamic fitness evaluations—0
Inference over Wireless IoT Links with Importance-Filtered Updates—0
Intermittent Pulling with Local Compensation for Communication-Efficient Federated Learning—0
Machine Learning for Network Slicing Resource Management: A Comprehensive Survey—0
Optimized Generic Feature Learning for Few-shot Classification across Domains—0
Machine Learning assisted Handover and Resource Management for Cellular Connected Drones—0
Optimal binning: mathematical programming formulationCode1
Zeroth-Order Algorithms for Nonconvex Minimax Problems with Improved Complexities—0
GhostImage: Remote Perception Attacks against Camera-based Image Classification SystemsCode0
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Benchmark Results

#ModelMetricClaimedVerifiedStatus
1Fb232account and password 100—Unverified