SOTAVerified

BIG-bench Machine Learning

This branch include most common machine learning fundamental algorithms.

Papers

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Showing 4451–4475 of 10033 papers

TitleStatusHype
A Pairwise Fair and Community-preserving Approach to k-Center Clustering—0
Macroscopic Traffic Flow Modeling with Physics Regularized Gaussian Process: Generalized Formulations—0
Supervised learning from noisy observations: Combining machine-learning techniques with data assimilationCode0
Machine Learning for Offensive Security: Sandbox Classification Using Decision Trees and Artificial Neural Networks—0
Verification of ML Systems via Reparameterization—0
Estimation of Thermodynamic Observables in Lattice Field Theories with Deep Generative Models—0
A Decentralized Approach to Bayesian LearningCode0
Additively Homomorphical Encryption based Deep Neural Network for Asymmetrically Collaborative Machine Learning—0
Combining Deep Learning and Optimization for Security-Constrained Optimal Power Flow—0
Hands-on Bayesian Neural Networks -- a Tutorial for Deep Learning UsersCode1
Improving P300 Speller performance by means of optimization and machine learning—0
A unified machine learning approach to time series forecasting applied to demand at emergency departments—0
A comparative study of forecasting Corporate Credit Ratings using Neural Networks, Support Vector Machines, and Decision Trees—0
A simple defense against adversarial attacks on heatmap explanations—0
A Machine Learning Approach to Assess Student Group Collaboration Using Individual Level Behavioral Cues—0
Monitoring and explainability of models in productionCode2
Security and Machine Learning in the Real World—0
OpenStreetMap: Challenges and Opportunities in Machine Learning and Remote Sensing—0
Predicting and Mapping of Soil Organic Carbon Using Machine Learning Algorithms in Northern Iran—0
Explaining the data or explaining a model? Shapley values that uncover non-linear dependencies—0
Entanglement and Tensor Networks for Supervised Image Classification—0
Towards Robust Classification with Deep Generative ForestsCode1
Cloud Detection through Wavelet Transforms in Machine Learning and Deep Learning—0
Data science and AI in FinTech: An overview—0
Numerical simulation, clustering and prediction of multi-component polymer precipitationCode0
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Benchmark Results

#ModelMetricClaimedVerifiedStatus
1Fb232account and password 100—Unverified