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BIG-bench Machine Learning

This branch include most common machine learning fundamental algorithms.

Papers

Showing 401425 of 10033 papers

TitleStatusHype
A flow-based IDS using Machine Learning in eBPFCode1
Molecular Contrastive Learning of Representations via Graph Neural NetworksCode1
A Review of Biomedical Datasets Relating to Drug Discovery: A Knowledge Graph PerspectiveCode1
SeaPearl: A Constraint Programming Solver guided by Reinforcement LearningCode1
Chickenpox Cases in Hungary: a Benchmark Dataset for Spatiotemporal Signal Processing with Graph Neural NetworksCode1
k-Anonymity in Practice: How Generalisation and Suppression Affect Machine Learning ClassifiersCode1
CodeXGLUE: A Machine Learning Benchmark Dataset for Code Understanding and GenerationCode1
Quantifying and Mitigating Privacy Risks of Contrastive LearningCode1
FedMood: Federated Learning on Mobile Health Data for Mood DetectionCode1
ML-Doctor: Holistic Risk Assessment of Inference Attacks Against Machine Learning ModelsCode1
Disambiguation of weak supervision with exponential convergence ratesCode1
OmiEmbed: a unified multi-task deep learning framework for multi-omics dataCode1
Federated Learning on Non-IID Data Silos: An Experimental StudyCode1
Causal Inference with the Instrumental Variable Approach and Bayesian Nonparametric Machine LearningCode1
Reduced operator inference for nonlinear partial differential equationsCode1
Incorporating Unmodeled Dynamics Into First-Principles Models Through Machine LearningCode1
Practical distributed quantum information processing with LOCCNetCode1
Machine learning accelerated computational fluid dynamicsCode1
Advantages and Bottlenecks of Quantum Machine Learning for Remote SensingCode1
Supervised quantum machine learning models are kernel methodsCode1
Analytical Characterization and Design Space Exploration for Optimization of CNNsCode1
An empirical evaluation of active inference in multi-armed banditsCode1
The Challenges of Persian User-generated Textual Content: A Machine Learning-Based ApproachCode1
OrigamiSet1.0: Two New Datasets for Origami Classification and Difficulty EstimationCode1
MLGO: a Machine Learning Guided Compiler Optimizations FrameworkCode1
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Benchmark Results

#ModelMetricClaimedVerifiedStatus
1Fb232account and password 100Unverified