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BIG-bench Machine Learning

This branch include most common machine learning fundamental algorithms.

Papers

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Showing 326–350 of 10033 papers

TitleStatusHype
Ten Quick Tips for Deep Learning in BiologyCode1
Fit without fear: remarkable mathematical phenomena of deep learning through the prism of interpolationCode1
TensorFlow RiemOpt: a library for optimization on Riemannian manifoldsCode1
Robust learning from corrupted EEG with dynamic spatial filteringCode1
PyTouch: A Machine Learning Library for Touch ProcessingCode1
Bias in Machine Learning Software: Why? How? What to do?Code1
There is no data like more data -- current status of machine learning datasets in remote sensingCode1
High-level camera-LiDAR fusion for 3D object detection with machine learningCode1
HyFed: A Hybrid Federated Framework for Privacy-preserving Machine LearningCode1
Data Curation and Quality Assurance for Machine Learning-based Cyber Intrusion DetectionCode1
Mill.jl and JsonGrinder.jl: automated differentiable feature extraction for learning from raw JSON dataCode1
Machine learning on knowledge graphs for context-aware security monitoringCode1
Quantifying sources of uncertainty in drug discovery predictions with probabilistic modelsCode1
Conformal Prediction using Conditional HistogramsCode1
Towards Demystifying Serverless Machine Learning TrainingCode1
Are Convolutional Neural Networks or Transformers more like human vision?Code1
Quantified Sleep: Machine learning techniques for observational n-of-1 studiesCode1
SimNet: Accurate and High-Performance Computer Architecture Simulation using Deep LearningCode1
Breaking the Computation and Communication Abstraction Barrier in Distributed Machine Learning WorkloadsCode1
Addressing "Documentation Debt" in Machine Learning Research: A Retrospective Datasheet for BookCorpusCode1
Opening the Blackbox: Accelerating Neural Differential Equations by Regularizing Internal Solver HeuristicsCode1
Optimising Resource Management for Embedded Machine LearningCode1
Structured dataset documentation: a datasheet for CheXpertCode1
Interpretable machine learning for high-dimensional trajectories of aging healthCode1
Point Cloud Audio ProcessingCode1
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Benchmark Results

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