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BIG-bench Machine Learning

This branch include most common machine learning fundamental algorithms.

Papers

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Showing 101–125 of 10033 papers

TitleStatusHype
Keep your Distance: Determining Sampling and Distance Thresholds in Machine Learning MonitoringCode1
TalkToModel: Explaining Machine Learning Models with Interactive Natural Language ConversationsCode1
Learning Lattice Quantum Field Theories with Equivariant Continuous FlowsCode1
Deep Learning and Symbolic Regression for Discovering Parametric EquationsCode1
Evaluating the Explainers: Black-Box Explainable Machine Learning for Student Success Prediction in MOOCsCode1
j-Wave: An open-source differentiable wave simulatorCode1
Smart Data Collection System for Brownfield CNC Milling Machines: A New Benchmark Dataset for Data-Driven Machine MonitoringCode1
BAGEL: A Benchmark for Assessing Graph Neural Network ExplanationsCode1
An Empirical Study of Personalized Federated LearningCode1
Physics-informed machine learning with differentiable programming for heterogeneous underground reservoir pressure managementCode1
The Open Catalyst 2022 (OC22) Dataset and Challenges for Oxide ElectrocatalystsCode1
Towards Understanding How Machines Can Learn Causal OverhypothesesCode1
A smile is all you need: Predicting limiting activity coefficients from SMILES with natural language processingCode1
LIFT: Language-Interfaced Fine-Tuning for Non-Language Machine Learning TasksCode1
Machine Learning SensorsCode1
Quantum Neural Network Classifiers: A TutorialCode1
Approximate Network Motif Mining Via Graph LearningCode1
FELARE: Fair Scheduling of Machine Learning Tasks on Heterogeneous Edge SystemsCode1
Scalable Interpretability via PolynomialsCode1
DEER: Descriptive Knowledge Graph for Explaining Entity RelationshipsCode1
Oracle-MNIST: a Realistic Image Dataset for Benchmarking Machine Learning AlgorithmsCode1
Automating In-Network Machine LearningCode1
Position Aided Beam Prediction in the Real World: How Useful GPS Locations Actually Are?Code1
A graph representation of molecular ensembles for polymer property predictionCode1
GAN-Aimbots: Using Machine Learning for Cheating in First Person ShootersCode1
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Benchmark Results

#ModelMetricClaimedVerifiedStatus
1Fb232account and password 100—Unverified