SOTAVerified

BIG-bench Machine Learning

This branch include most common machine learning fundamental algorithms.

Papers

Recently AddedMost HypedMost ActiveNeeds VerificationMost Verified

Showing 3001–3050 of 10033 papers

TitleStatusHype
Quantifying and Mitigating Privacy Risks of Contrastive LearningCode1
Deep Learning Based Walking Tasks Classification in Older Adults using fNIRS—0
Communication-efficient k-Means for Edge-based Machine Learning—0
The Limits of Computation in Solving Equity Trade-Offs in Machine Learning and Justice System Risk Assessment—0
Mimetic Neural Networks: A unified framework for Protein Design and Folding—0
What's in a Name? -- Gender Classification of Names with Character Based Machine Learning Models—0
Machine Learning Methods for Histopathological Image Analysis: A Review—0
Assessing Fairness in Classification Parity of Machine Learning Models in Healthcare—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
A modular framework for extreme weather generation—0
Machine Learning in Precision Medicine to Preserve Privacy via EncryptionCode0
Network Support for High-performance Distributed Machine Learning—0
Evaluating Deep Learning in SystemML using Layer-wise Adaptive Rate Scaling(LARS) Optimizer—0
Machine Learning Applications on Neuroimaging for Diagnosis and Prognosis of Epilepsy: A Review—0
AutoPilot: Automating SoC Design Space Exploration for SWaP Constrained Autonomous UAVs—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
Zero Training Overhead Portfolios for Learning to Solve Combinatorial Problems—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
Semi-Synchronous Federated Learning for Energy-Efficient Training and Accelerated Convergence in Cross-Silo Settings—0
Disambiguation of weak supervision with exponential convergence ratesCode1
Machine Learning for Auxiliary SourcesCode0
Undecidability of Underfitting in Learning Algorithms—0
A Universal Framework for Featurization of Atomistic SystemsCode0
ML-Doctor: Holistic Risk Assessment of Inference Attacks Against Machine Learning ModelsCode1
Real-Time Optimal Trajectory Planning for Autonomous Vehicles and Lap Time Simulation Using Machine Learning—0
Federated Learning on Non-IID Data Silos: An Experimental StudyCode1
Key Technology Considerations in Developing and Deploying Machine Learning Models in Clinical Radiology Practice—0
OmiEmbed: a unified multi-task deep learning framework for multi-omics dataCode1
The VIX index under scrutiny of machine learning techniques and neural networks—0
Nearest Neighbor-based Importance Weighting—0
Unbox the Black-box for the Medical Explainable AI via Multi-modal and Multi-centre Data Fusion: A Mini-Review, Two Showcases and Beyond—0
Information-Theoretic Bounds on the Moments of the Generalization Error of Learning Algorithms—0
Directive Explanations for Actionable Explainability in Machine Learning Applications—0
Investigating Critical Risk Factors in Liver Cancer Prediction—0
Recurrent Neural Network for MoonBoard Climbing Route Classification and Generation—0
A Living Review of Machine Learning for Particle PhysicsCode0
FEDZIP: A Compression Framework for Communication-Efficient Federated LearningCode0
OPAM: Online Purchasing-behavior Analysis using Machine learningCode0
Enabling energy efficient machine learning on a Ultra-Low-Power vision sensor for IoT—0
Transfer Learning in Magnetic Resonance Brain Imaging: a Systematic Review—0
Analyzing dynamical disorder for charge transport in organic semiconductors via machine learning—0
Predicting Propensity to Vote with Machine Learning—0
Guidance on the Assurance of Machine Learning in Autonomous Systems (AMLAS)Code0
Stability and Generalization of the Decentralized Stochastic Gradient Descent—0
Individual dynamic prediction of clinical endpoint from large dimensional longitudinal biomarker history: a landmark approachCode0
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Benchmark Results

#ModelMetricClaimedVerifiedStatus
1Fb232account and password 100—Unverified