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BIG-bench Machine Learning

This branch include most common machine learning fundamental algorithms.

Papers

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Showing 2001–2050 of 10033 papers

TitleStatusHype
Deep Spatial Learning with Molecular VibrationCode0
Deep Learning Super-Diffusion in Multiplex NetworksCode0
A learning model to detect maliciousness of portable executable using integrated feature setCode0
Automatic Malware Description via Attribute Tagging and Similarity EmbeddingCode0
A Pitfall of Learning from User-generated Data: In-depth Analysis of Subjective Class ProblemCode0
Deep Learning strategies for ProtoDUNE raw data denoisingCode0
Deep Learning with Topological SignaturesCode0
A pipeline and comparative study of 12 machine learning models for text classificationCode0
Solving L1-regularized SVMs and related linear programs: Revisiting the effectiveness of Column and Constraint GenerationCode0
Solving Machine Learning ProblemsCode0
API design for machine learning software: experiences from the scikit-learn projectCode0
An Evaluation Toolkit to Guide Model Selection and Cohort Definition in Causal InferenceCode0
ALDI++: Automatic and parameter-less discord and outlier detection for building energy load profilesCode0
Deep Learning for Sentiment Analysis : A SurveyCode0
Deep Learning in Neural Networks: An OverviewCode0
Deep localization of protein structures in fluorescence microscopy imagesCode0
DeepSun: Machine-Learning-as-a-Service for Solar Flare PredictionCode0
Deep Learning Approach for Very Similar Objects Recognition Application on Chihuahua and Muffin ProblemCode0
A Higher-Order Swiss Army Infinitesimal JackknifeCode0
Alchemy: A Quantum Chemistry Dataset for Benchmarking AI ModelsCode0
DeepImageSpam: Deep Learning based Image Spam DetectionCode0
DeepFork: Supervised Prediction of Information Diffusion in GitHubCode0
DeepFreak: Learning Crystallography Diffraction Patterns with Automated Machine LearningCode0
Deep-CR MTLR: a Multi-Modal Approach for Cancer Survival Prediction with Competing RisksCode0
Accurate Fairness: Improving Individual Fairness without Trading AccuracyCode0
Can We Achieve More with Less? Exploring Data Augmentation for Toxic Comment ClassificationCode0
Deep Learning for Classical Japanese LiteratureCode0
Decoding machine learning benchmarksCode0
Working women and caste in India: A study of social disadvantage using feature attributionCode0
Towards Size-Independent Generalization Bounds for Deep Operator NetsCode0
(De)Constructing Bias on Skin Lesion DatasetsCode0
Using Probabilistic Machine Learning to Better Model Temporal Patterns in Parameterizations: a case study with the Lorenz 96 modelCode0
Deep convolutional forest: a dynamic deep ensemble approach for spam detection in textCode0
An Unsupervised Machine Learning Approach to Assess the ZIP Code Level Impact of COVID-19 in NYCCode0
Double Robustness for Complier Parameters and a Semiparametric Test for Complier CharacteristicsCode0
Structured Low-Rank Algorithms: Theory, MR Applications, and Links to Machine LearningCode0
Debugging Machine Learning PipelinesCode0
Decoding Generic Visual Representations From Human Brain Activity using Machine LearningCode0
Deep Convolutional Neural Networks for Raman Spectrum Recognition: A Unified SolutionCode0
Deep Learning for Classification Tasks on Geospatial Vector PolygonsCode0
Disparate Vulnerability to Membership Inference AttacksCode0
Supervised Learning of Labeled Pointcloud Differences via Cover-Tree Entropy ReductionCode0
From Human Explanation to Model Interpretability: A Framework Based on Weight of EvidenceCode0
Data Separability for Neural Network Classifiers and the Development of a Separability IndexCode0
Supervised Machine Learning for Hybrid MeterCode0
Adaptive Optimization with Examplewise GradientsCode0
Correlation inference attacks against machine learning modelsCode0
An Overview of Multi-Task Learning in Deep Neural NetworksCode0
Airbnb Price Prediction Using Machine Learning and Sentiment AnalysisCode0
Synthetic Distracted Driving (SynDD2) dataset for analyzing distracted behaviors and various gaze zones of a driverCode0
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Benchmark Results

#ModelMetricClaimedVerifiedStatus
1Fb232account and password 100—Unverified