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BIG-bench Machine Learning

This branch include most common machine learning fundamental algorithms.

Papers

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Showing 426–450 of 10033 papers

TitleStatusHype
Accurate Fairness: Improving Individual Fairness without Trading AccuracyCode0
Hybrid Machine Learning Modeling of Engineering Systems -- A Probabilistic Perspective Tested on a Multiphase Flow Modeling Case Study—0
Position Aided Beam Prediction in the Real World: How Useful GPS Locations Actually Are?Code1
A graph representation of molecular ensembles for polymer property predictionCode1
AutoQML: Automated Quantum Machine Learning for Wi-Fi Integrated Sensing and Communications—0
DeepSim: A Reinforcement Learning Environment Build Toolkit for ROS and GazeboCode0
A Survey on Machine Learning for Geo-Distributed Cloud Data Center Management—0
Perturbation of Deep Autoencoder Weights for Model Compression and Classification of Tabular Data—0
On the (In)security of Peer-to-Peer Decentralized Machine LearningCode0
The Fairness of Machine Learning in Insurance: New Rags for an Old Man?—0
IIsy: Practical In-Network Classification—0
Experimental Validation of Spectral-Spatial Power Evolution Design Using Raman Amplifiers—0
A Survey on Semantics in Automated Data Science—0
Fast and realistic large-scale structure from machine-learning-augmented random field simulationsCode0
An Extension to Basis-Hypervectors for Learning from Circular Data in Hyperdimensional Computing—0
Pest presence prediction using interpretable machine learning—0
Scalable algorithms for physics-informed neural and graph networks—0
Partial Product Aware Machine Learning on DNA-Encoded Libraries—0
cMelGAN: An Efficient Conditional Generative Model Based on Mel SpectrogramsCode0
Trucks Don't Mean Trump: Diagnosing Human Error in Image Analysis—0
DendroMap: Visual Exploration of Large-Scale Image Datasets for Machine Learning with TreemapsCode1
Efficient Learning of Interpretable Classification Rules—0
GAN-Aimbots: Using Machine Learning for Cheating in First Person ShootersCode1
Sentiment Analysis of Covid-related Reddits—0
Exploring How Machine Learning Practitioners (Try To) Use Fairness Toolkits—0
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Benchmark Results

#ModelMetricClaimedVerifiedStatus
1Fb232account and password 100—Unverified