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BIG-bench Machine Learning

This branch include most common machine learning fundamental algorithms.

Papers

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Showing 4026–4050 of 10033 papers

TitleStatusHype
Phishing Detection Using Machine Learning TechniquesCode1
State-of-Charge Estimation of a Li-Ion Battery using Deep Forward Neural Networks—0
Analysis of tunnel failure characteristics under multiple explosion loads based on persistent homology-based machine learning—0
Hidden Incentives for Auto-Induced Distributional Shift—0
DEAP Cache: Deep Eviction Admission and Prefetching for CacheCode1
Principles and Practice of Explainable Machine Learning—0
Evaluation of Local Explanation Methods for Multivariate Time Series Forecasting—0
Enterprise AI Canvas -- Integrating Artificial Intelligence into Business—0
Psoriasis Severity Assessment with a Similarity-Clustering Machine Learning Approach Reduces Intra- and Inter-observation variation—0
Probably Approximately Correct Explanations of Machine Learning Models via Syntax-Guided Synthesis—0
On the Tractability of SHAP Explanations—0
Deviation bound for non-causal machine learning—0
The Next Big Thing(s) in Unsupervised Machine Learning: Five Lessons from Infant Learning—0
Deploying machine learning to assist digital humanitarians: making image annotation in OpenStreetMap more efficient—0
Population Mapping in Informal Settlements with High-Resolution Satellite Imagery and Equitable Ground-Truth—0
Kohn-Sham equations as regularizer: building prior knowledge into machine-learned physicsCode0
Evaluating and Mitigating Bias in Image Classifiers: A Causal Perspective Using Counterfactuals—0
PhenoTagger: A Hybrid Method for Phenotype Concept Recognition using Human Phenotype Ontology—0
Automated Seismic Source Characterisation Using Deep Graph Neural NetworksCode0
Using Machine Learning and Alternative Data to Predict Movements in Market Risk—0
An Extensive Experimental Evaluation of Automated Machine Learning Methods for Recommending Classification Algorithms (Extended Version)—0
m-arcsinh: An Efficient and Reliable Function for SVM and MLP in scikit-learnCode0
Malicious Network Traffic Detection via Deep Learning: An Information Theoretic ViewCode0
Neuro-symbolic Neurodegenerative Disease Modeling as Probabilistic Programmed Deep Kernels—0
Analyzing Koopman approaches to physics-informed machine learning for long-term sea-surface temperature forecastingCode1
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Benchmark Results

#ModelMetricClaimedVerifiedStatus
1Fb232account and password 100—Unverified