SOTAVerified

BIG-bench Machine Learning

This branch include most common machine learning fundamental algorithms.

Papers

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Showing 3001–3025 of 10033 papers

TitleStatusHype
Assessing Sensitivity of Machine Learning Predictions.A Novel Toolbox with an Application to Financial LiteracyCode0
Introduction to Machine Learning for the Sciences—0
The Limits of Computation in Solving Equity Trade-Offs in Machine Learning and Justice System Risk Assessment—0
Communication-efficient k-Means for Edge-based Machine Learning—0
Machine Learning Methods for Histopathological Image Analysis: A Review—0
Mimetic Neural Networks: A unified framework for Protein Design and Folding—0
Assessing Fairness in Classification Parity of Machine Learning Models in Healthcare—0
What's in a Name? -- Gender Classification of Names with Character Based Machine Learning Models—0
Tilting the playing field: Dynamical loss functions for machine learningCode0
FedMood: Federated Learning on Mobile Health Data for Mood DetectionCode1
Privacy-Preserving Feature Selection with Secure Multiparty Computation—0
Bounds and Heuristics for Multi-Product Personalized Pricing—0
Machine Learning in Precision Medicine to Preserve Privacy via EncryptionCode0
A modular framework for extreme weather generation—0
Network Support for High-performance Distributed Machine Learning—0
Machine Learning Applications on Neuroimaging for Diagnosis and Prognosis of Epilepsy: A Review—0
Evaluating Deep Learning in SystemML using Layer-wise Adaptive Rate Scaling(LARS) Optimizer—0
Zero Training Overhead Portfolios for Learning to Solve Combinatorial Problems—0
A Survey on Mathematical Aspects of Machine Learning in GeoPhysics: The Cases of Weather Forecast, Wind Energy, Wave Energy, Oil and Gas Exploration—0
AutoPilot: Automating SoC Design Space Exploration for SWaP Constrained Autonomous UAVs—0
Removing biased data to improve fairness and accuracyCode0
Applications of Machine Learning in Document Digitisation—0
Categorical data as a stone guest in a data science project for predicting defective water meters—0
A Universal Framework for Featurization of Atomistic SystemsCode0
Undecidability of Underfitting in Learning Algorithms—0
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Benchmark Results

#ModelMetricClaimedVerifiedStatus
1Fb232account and password 100—Unverified