SOTAVerified

BIG-bench Machine Learning

This branch include most common machine learning fundamental algorithms.

Papers

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Showing 5501–5525 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
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Benchmark Results

#ModelMetricClaimedVerifiedStatus
1Fb232account and password 100—Unverified