BIG-bench Machine Learning

This branch include most common machine learning fundamental algorithms.

Papers

Recently Added Most Hyped Most Active Needs Verification Most Verified

Showing 826–850 of 10033 papers

Title	Date	Tasks	Status	Score
ExtremeWeather: A large-scale climate dataset for semi-supervised detection, localization, and understanding of extreme weather events	Dec 7, 2016	BIG-bench Machine LearningBlocking	CodeCode Available	5
Fair Active Learning	Jan 6, 2020	Active LearningBIG-bench Machine Learning	CodeCode Available	5
eXpose: A Character-Level Convolutional Neural Network with Embeddings For Detecting Malicious URLs, File Paths and Registry Keys	Feb 27, 2017	BIG-bench Machine LearningIntrusion Detection	CodeCode Available	5
Exploring Opportunistic Meta-knowledge to Reduce Search Spaces for Automated Machine Learning	May 1, 2021	BIG-bench Machine Learningvalid	CodeCode Available	5
Exploring helical dynamos with machine learning	May 20, 2019	Bayesian InferenceBIG-bench Machine Learning	CodeCode Available	5
Exploring Wilderness Characteristics Using Explainable Machine Learning in Satellite Imagery	Mar 1, 2022	BIG-bench Machine LearningSensitivity	CodeCode Available	5
Extending Defensive Distillation	May 15, 2017	BIG-bench Machine Learning	CodeCode Available	5
ExploreKit: Automatic Feature Generation and Selection	Jan 1, 2016	Automated Feature EngineeringBIG-bench Machine Learning	CodeCode Available	5
Exploration of Parameter Spaces Assisted by Machine Learning	Jul 20, 2022	BIG-bench Machine Learning	CodeCode Available	5
A Guide to Constraining Effective Field Theories with Machine Learning	Apr 30, 2018	BIG-bench Machine Learning	CodeCode Available	5
Exploiting Parallel Audio Recordings to Enforce Device Invariance in CNN-based Acoustic Scene Classification	Sep 4, 2019	Acoustic Scene ClassificationBIG-bench Machine Learning	CodeCode Available	5
Exploiting Parallelism Opportunities with Deep Learning Frameworks	Aug 13, 2019	BIG-bench Machine LearningDeep Learning	CodeCode Available	5
External Evaluation of Event Extraction Classifiers for Automatic Pathway Curation: An extended study of the mTOR pathway	Jul 7, 2017	BIG-bench Machine LearningEvent Extraction	CodeCode Available	5
Fair Active Learning	Jun 20, 2020	Active LearningBIG-bench Machine Learning	CodeCode Available	5
LIMEADE: From AI Explanations to Advice Taking	Mar 9, 2020	BIG-bench Machine Learningimage-classification	CodeCode Available	5
ACTIVETHIEF: Model Extraction Using Active Learning and Unannotated Public Data	Feb 7, 2020	Active LearningBIG-bench Machine Learning	CodeCode Available	5
Explaining Vulnerabilities to Adversarial Machine Learning through Visual Analytics	Jul 17, 2019	BIG-bench Machine LearningData Poisoning	CodeCode Available	5
Explanatory machine learning for sequential human teaching	May 20, 2022	BIG-bench Machine LearningInductive logic programming	CodeCode Available	5
Aggressive Language Identification Using Word Embeddings and Sentiment Features	Aug 1, 2018	Aggression IdentificationBIG-bench Machine Learning	CodeCode Available	5
Aggregation Delayed Federated Learning	Aug 17, 2021	BIG-bench Machine LearningFederated Learning	CodeCode Available	5
Explaining Hyperparameter Optimization via Partial Dependence Plots	Nov 8, 2021	Bayesian OptimizationBIG-bench Machine Learning	CodeCode Available	5
Explainable Machine Learning for Public Policy: Use Cases, Gaps, and Research Directions	Oct 27, 2020	BIG-bench Machine Learning	CodeCode Available	5
Active learning with RESSPECT: Resource allocation for extragalactic astronomical transients	Oct 12, 2020	Active LearningAstronomy	CodeCode Available	5
explAIner: A Visual Analytics Framework for Interactive and Explainable Machine Learning	Jul 29, 2019	BIG-bench Machine LearningExplainable Artificial Intelligence (XAI)	CodeCode Available	5
Agent-Based Model Calibration using Machine Learning Surrogates	Mar 30, 2017	BIG-bench Machine Learningmodel	CodeCode Available	5

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Benchmark Results

#	Model	Metric	Claimed	Verified	Status
1	Fb232	account and password	100	—	Unverified