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BIG-bench Machine Learning

This branch include most common machine learning fundamental algorithms.

Papers

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Showing 1951–2000 of 10033 papers

TitleStatusHype
Deep Residual Mixture ModelsCode0
DeepSim: A Reinforcement Learning Environment Build Toolkit for ROS and GazeboCode0
Deep Super Learner: A Deep Ensemble for Classification ProblemsCode0
Deep Particulate Matter Forecasting Model Using Correntropy-Induced LossCode0
DeepNNK: Explaining deep models and their generalization using polytope interpolationCode0
BRIDGE: Byzantine-resilient Decentralized Gradient DescentCode0
Deep Reinforcement Learning for Synthesizing Functions in Higher-Order LogicCode0
Sample-efficient learning of quantum many-body systemsCode0
Deep Learning Super-Diffusion in Multiplex NetworksCode0
Deep Learning with Topological SignaturesCode0
Bridging Machine Learning and Logical Reasoning by Abductive LearningCode0
An Interactive Visualization Tool for Understanding Active LearningCode0
Deep Learning in Neural Networks: An OverviewCode0
Aleatoric and Epistemic Uncertainty with Random ForestsCode0
Deep Learning strategies for ProtoDUNE raw data denoisingCode0
Rethinking Image-Scaling Attacks: The Interplay Between Vulnerabilities in Machine Learning SystemsCode0
Deep localization of protein structures in fluorescence microscopy imagesCode0
Aleatoric and Epistemic Uncertainty in Machine Learning: An Introduction to Concepts and MethodsCode0
Scanflow: A multi-graph framework for Machine Learning workflow management, supervision, and debuggingCode0
Deep Learning for Classical Japanese LiteratureCode0
ACTIVETHIEF: Model Extraction Using Active Learning and Unannotated Public DataCode0
Score-Based Change Detection for Gradient-Based Learning MachinesCode0
SCRUTINIZER: Detecting Code Reuse in Malware via Decompilation and Machine LearningCode0
Applicability and interpretation of the deterministic weighted cepstral distanceCode0
Deep Learning for Classification Tasks on Geospatial Vector PolygonsCode0
Building a Kannada POS Tagger Using Machine Learning and Neural Network ModelsCode0
An Intersectional Definition of FairnessCode0
Deep Learning for Sentiment Analysis : A SurveyCode0
DeepLogic: Towards End-to-End Differentiable Logical ReasoningCode0
Segmentation Fault: A Cheap Defense Against Adversarial Machine LearningCode0
Deep Learning Approach for Very Similar Objects Recognition Application on Chihuahua and Muffin ProblemCode0
A learning model to detect maliciousness of portable executable using integrated feature setCode0
A Pitfall of Learning from User-generated Data: In-depth Analysis of Subjective Class ProblemCode0
Bump Hunting in Latent SpaceCode0
A pipeline and comparative study of 12 machine learning models for text classificationCode0
Estimating Structural Target Functions using Machine Learning and Influence FunctionsCode0
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
DeepFreak: Learning Crystallography Diffraction Patterns with Automated Machine LearningCode0
Sentiment Analysis of Yelp Reviews: A Comparison of Techniques and ModelsCode0
ALDI++: Automatic and parameter-less discord and outlier detection for building energy load profilesCode0
DeepImageSpam: Deep Learning based Image Spam DetectionCode0
DeepMind LabCode0
Deep convolutional forest: a dynamic deep ensemble approach for spam detection in textCode0
Alchemy: A Quantum Chemistry Dataset for Benchmarking AI ModelsCode0
Deep Convolutional Neural Networks for Raman Spectrum Recognition: A Unified SolutionCode0
(De)Constructing Bias on Skin Lesion DatasetsCode0
Deep-CR MTLR: a Multi-Modal Approach for Cancer Survival Prediction with Competing RisksCode0
Calibrate to InterpretCode0
Decoding Generic Visual Representations From Human Brain Activity using Machine LearningCode0
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Benchmark Results

#ModelMetricClaimedVerifiedStatus
1Fb232account and password 100—Unverified