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BIG-bench Machine Learning

This branch include most common machine learning fundamental algorithms.

Papers

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Showing 6176–6200 of 10033 papers

TitleStatusHype
Optimizing Design Verification using Machine Learning: Doing better than Random—0
Machine Truth Serum—0
How to Evaluate Machine Learning Approaches for Combinatorial Optimization: Application to the Travelling Salesman ProblemCode0
Debiased/Double Machine Learning for Instrumental Variable Quantile Regressions—0
Impact of Low-bitwidth Quantization on the Adversarial Robustness for Embedded Neural Networks—0
Hidden Stratification Causes Clinically Meaningful Failures in Machine Learning for Medical ImagingCode1
MGP-AttTCN: An Interpretable Machine Learning Model for the Prediction of SepsisCode0
Learning to compute inner consensus: A novel approach to modeling agreement between CapsulesCode0
The Differentiable Cross-Entropy MethodCode0
A Survey of Machine Learning Applied to Computer Architecture Design—0
Galaxy Image Simulation Using Progressive GANs—0
Modeling Electromagnetic Navigation Systems for Medical Applications using Random Forests and Artificial Neural Networks—0
Adaptive Data Augmentation with Deep Parallel Generative Models—0
Handwritten Amharic Character Recognition System Using Convolutional Neural Networks—0
DIME: AN INFORMATION-THEORETIC DIFFICULTY MEASURE FOR AI DATASETS—0
Cover Filtration and Stable Paths in the Mapper—0
JAX MD: End-to-End Differentiable, Hardware Accelerated, Molecular Dynamics in Pure PythonCode0
Explaining A Black-box By Using A Deep Variational Information Bottleneck Approach—0
Hidden incentives for self-induced distributional shift—0
Accelerated Variance Reduced Stochastic Extragradient Method for Sparse Machine Learning Problems—0
Acutum: When Generalization Meets Adaptability—0
Learning with Protection: Rejection of Suspicious Samples under Adversarial Environment—0
Learning DNA folding patterns with Recurrent Neural Networks—0
Machine Learning for Paper Grammage Prediction Based on Sensor Measurements in Paper Mills—0
Online Non-Monotone DR-submodular Maximization—0
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Benchmark Results

#ModelMetricClaimedVerifiedStatus
1Fb232account and password 100—Unverified