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BIG-bench Machine Learning

This branch include most common machine learning fundamental algorithms.

Papers

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Showing 4451–4500 of 10033 papers

TitleStatusHype
Supervised learning from noisy observations: Combining machine-learning techniques with data assimilationCode0
A Pairwise Fair and Community-preserving Approach to k-Center Clustering—0
Macroscopic Traffic Flow Modeling with Physics Regularized Gaussian Process: Generalized Formulations—0
Verification of ML Systems via Reparameterization—0
Machine Learning for Offensive Security: Sandbox Classification Using Decision Trees and Artificial Neural Networks—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
Security and Machine Learning in the Real World—0
Monitoring and explainability of models in productionCode2
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
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
Improved Detection of Adversarial Images Using Deep Neural Networks—0
Neuromorphic Processing and Sensing: Evolutionary Progression of AI to Spiking—0
Using Machine Learning to Detect Ghost Images in Automotive Radar—0
Machine learning for electronically excited states of molecules—0
Machine Learning Explainability for External Stakeholders—0
Predicting Illegal Fishing on the Patagonia Shelf from Oceanographic Seascapes—0
How An Automated Gesture Imitation Game Can Improve Social Interactions With Teenagers With ASD—0
Impact of Legal Requirements on Explainability in Machine Learning—0
Intelligent Warehouse Allocator for Optimal Regional Utilization—0
Automatic Detection of Major Freeway Congestion Events Using Wireless Traffic Sensor Data: A Machine Learning Approach—0
Reformulation of the No-Free-Lunch Theorem for Entangled Data Sets—0
A Bandit Model for Human-Machine Decision Making with Private Information and Opacity—0
Artificial Intelligence and Machine Learning in 5G Network Security: Opportunities, advantages, and future research trends—0
Green Lighting ML: Confidentiality, Integrity, and Availability of Machine Learning Systems in Deployment—0
Making learning more transparent using conformalized performance prediction—0
GAMA: a General Automated Machine learning AssistantCode1
Teaching Computational Machine Learning (without Statistics)—0
Turning Software Engineers into Machine Learning Engineers—0
XploreML: An interactive approach to study and explore machine learning models—0
Teaching the Foundations of Machine Learning with Candy—0
Introductory Machine Learning for non STEM students—0
A Data-Driven Approach for Generating Synthetic Load Patterns and Usage HabitsCode0
A Critical Evaluation of Open-World Machine Learning—0
An Efficient Data Imputation Technique for Human Activity Recognition—0
Stochastic Hamiltonian Gradient Methods for Smooth Games—0
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Benchmark Results

#ModelMetricClaimedVerifiedStatus
1Fb232account and password 100—Unverified