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BIG-bench Machine Learning

This branch include most common machine learning fundamental algorithms.

Papers

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Showing 451–475 of 10033 papers

TitleStatusHype
KML: Using Machine Learning to Improve Storage SystemsCode1
Knodle: Modular Weakly Supervised Learning with PyTorchCode1
Knowledge Informed Machine Learning using a Weibull-based Loss FunctionCode1
A Review of Biomedical Datasets Relating to Drug Discovery: A Knowledge Graph PerspectiveCode1
A Primer on the Signature Method in Machine LearningCode1
Large-scale randomized experiment reveals machine learning helps people learn and remember more effectivelyCode1
Adaptive Risk Minimization: Learning to Adapt to Domain ShiftCode1
Afro-MNIST: Synthetic generation of MNIST-style datasets for low-resource languagesCode1
Learning from the Pros: Extracting Professional Goalkeeper Technique from Broadcast FootageCode1
Against All Odds: Winning the Defense Challenge in an Evasion Competition with DiversificationCode1
Knowledge-Based Learning of Nonlinear Dynamics and ChaosCode1
Learning outside the Black-Box: The pursuit of interpretable modelsCode1
Revisiting local branching with a machine learning lensCode1
Active Importance Sampling for Variational Objectives Dominated by Rare Events: Consequences for Optimization and GeneralizationCode1
LeFlow: Enabling Flexible FPGA High-Level Synthesis of Tensorflow Deep Neural NetworksCode1
Lettuce: PyTorch-based Lattice Boltzmann FrameworkCode1
Lifelong Machine Learning of Functionally Compositional StructuresCode1
LIFT: Language-Interfaced Fine-Tuning for Non-Language Machine Learning TasksCode1
XEM: An Explainable-by-Design Ensemble Method for Multivariate Time Series ClassificationCode1
Practical distributed quantum information processing with LOCCNetCode1
A quantum algorithm for training wide and deep classical neural networksCode1
MACEst: The reliable and trustworthy Model Agnostic Confidence EstimatorCode1
Machine Learning at the Network Edge: A SurveyCode1
Machine-Learning-Based Diagnostics of EEG PathologyCode1
Approximate Network Motif Mining Via Graph LearningCode1
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Benchmark Results

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1Fb232account and password 100—Unverified