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BIG-bench Machine Learning

This branch include most common machine learning fundamental algorithms.

Papers

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Showing 401–450 of 10033 papers

TitleStatusHype
DEER: Descriptive Knowledge Graph for Explaining Entity RelationshipsCode1
Automated machine learning: AI-driven decision making in business analytics—0
SafeNet: The Unreasonable Effectiveness of Ensembles in Private Collaborative Learning—0
Predicting Seriousness of Injury in a Traffic Accident: A New Imbalanced Dataset and Benchmark—0
Automatic Generation of Synthetic Colonoscopy Videos for Domain Randomization—0
Neural Additive Models for Nowcasting—0
Explanatory machine learning for sequential human teachingCode0
BayesPCN: A Continually Learnable Predictive Coding Associative MemoryCode0
Classifying Human Activities using Machine Learning and Deep Learning Techniques—0
Identifying outliers in astronomical images with unsupervised machine learning—0
Single-cell Subcellular Protein Localisation Using Novel Ensembles of Diverse Deep Architectures—0
A Novel Weighted Ensemble Learning Based Agent for the Werewolf Game—0
Machine learning applications for noisy intermediate-scale quantum computers—0
Physics Informed LSTM Network for Flexibility Identification in Evaporative Cooling Systems—0
Sliding-Window Normalization to Improve the Performance of Machine-Learning Models for Real-Time Motion Prediction Using Electromyography—0
Predictive Maintenance using Machine Learning—0
Oracle-MNIST: a Realistic Image Dataset for Benchmarking Machine Learning AlgorithmsCode1
A toolbox for idea generation and evaluation: Machine learning, data-driven, and contest-driven approaches to support idea generation—0
Simple Regularisation for Uncertainty-Aware Knowledge Distillation—0
Fair and Green Hyperparameter Optimization via Multi-objective and Multiple Information Source Bayesian Optimization—0
Defending Object Detectors against Patch Attacks with Out-of-Distribution Smoothing—0
A False Sense of Security? Revisiting the State of Machine Learning-Based Industrial Intrusion DetectionCode0
Automating In-Network Machine LearningCode1
Multi-disciplinary fairness considerations in machine learning for clinical trials—0
Confidential Machine Learning within Graphcore IPUs—0
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