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BIG-bench Machine Learning

This branch include most common machine learning fundamental algorithms.

Papers

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Showing 851–900 of 10033 papers

TitleStatusHype
Fast Counting in Machine Learning ApplicationsCode0
Fair Kernel Regression via Fair Feature Embedding in Kernel SpaceCode0
Fair Data Representation for Machine Learning at the Pareto FrontierCode0
Fairkit, Fairkit, on the Wall, Who's the Fairest of Them All? Supporting Data Scientists in Training Fair ModelsCode0
FairBalance: How to Achieve Equalized Odds With Data Pre-processingCode0
Fair Active LearningCode0
Fairness and Robustness in Invariant Learning: A Case Study in Toxicity ClassificationCode0
A General Machine Learning Framework for Survival AnalysisCode0
A generalized method toward drug-target interaction prediction via low-rank matrix projectionCode0
Failure Modes in Machine Learning SystemsCode0
Facilitated machine learning for image-based fruit quality assessmentCode0
A Generalized Flow for B2B Sales Predictive Modeling: An Azure Machine Learning ApproachCode0
Fair Active LearningCode0
Fairness-aware Configuration of Machine Learning LibrariesCode0
Dynamics of specialization in neural modules under resource constraintsCode0
Extracting Sentiment Attitudes From Analytical TextsCode0
ExtremeWeather: A large-scale climate dataset for semi-supervised detection, localization, and understanding of extreme weather eventsCode0
Extending Defensive DistillationCode0
Active Learning amidst Logical KnowledgeCode0
External Evaluation of Event Extraction Classifiers for Automatic Pathway Curation: An extended study of the mTOR pathwayCode0
Face Recognition: From Traditional to Deep Learning MethodsCode0
Exploring Wilderness Characteristics Using Explainable Machine Learning in Satellite ImageryCode0
Active Gradual Machine Learning for Entity ResolutionCode0
eXpose: A Character-Level Convolutional Neural Network with Embeddings For Detecting Malicious URLs, File Paths and Registry KeysCode0
Exploring helical dynamos with machine learningCode0
Exploring Opportunistic Meta-knowledge to Reduce Search Spaces for Automated Machine LearningCode0
Facial Key Points Detection using Deep Convolutional Neural Network - NaimishNetCode0
Exploiting Parallel Audio Recordings to Enforce Device Invariance in CNN-based Acoustic Scene ClassificationCode0
Exploiting Multi-modal Curriculum in Noisy Web Data for Large-scale Concept LearningCode0
Exploiting Parallelism Opportunities with Deep Learning FrameworksCode0
Activation Analysis of a Byte-Based Deep Neural Network for Malware ClassificationCode0
Exploration of Parameter Spaces Assisted by Machine LearningCode0
Explaining Vulnerabilities to Adversarial Machine Learning through Visual AnalyticsCode0
LIMEADE: From AI Explanations to Advice TakingCode0
Explaining Hyperparameter Optimization via Partial Dependence PlotsCode0
Explanatory machine learning for sequential human teachingCode0
ExploreKit: Automatic Feature Generation and SelectionCode0
Explainable Machine Learning for Public Policy: Use Cases, Gaps, and Research DirectionsCode0
Explainable Machine Learning for Breakdown Prediction in High Gradient RF CavitiesCode0
explAIner: A Visual Analytics Framework for Interactive and Explainable Machine LearningCode0
Explainable AI for Trees: From Local Explanations to Global UnderstandingCode0
A framework for probabilistic weather forecast post-processing across models and lead times using machine learningCode0
Explainable Debugger for Black-box Machine Learning ModelsCode0
Explaining a black-box using Deep Variational Information Bottleneck ApproachCode0
Exacerbating Algorithmic Bias through Fairness AttacksCode0
A Framework for Machine Learning of Model Error in Dynamical SystemsCode0
Evolution of Scikit-Learn Pipelines with Dynamic Structured Grammatical EvolutionCode0
Exoplanet Detection using Machine LearningCode0
An Empirical Investigation of Catastrophic Forgetting in Gradient-Based Neural NetworksCode0
EventMapper: Detecting Real-World Physical Events Using Corroborative and Probabilistic SourcesCode0
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Benchmark Results

#ModelMetricClaimedVerifiedStatus
1Fb232account and password 100—Unverified