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 1326–1350 of 10033 papers

Title	Date	Tasks	Status	Score
Efficient Representation Learning Using Random Walks for Dynamic Graphs	Jan 5, 2019	BIG-bench Machine LearningGeneral Classification	CodeCode Available	5
Dynamic Model Tree for Interpretable Data Stream Learning	Mar 30, 2022	BIG-bench Machine LearningInterpretable Machine Learning	CodeCode Available	5
DP-UTIL: Comprehensive Utility Analysis of Differential Privacy in Machine Learning	Dec 24, 2021	BIG-bench Machine LearningInference Attack	CodeCode Available	5
DPPy: Sampling DPPs with Python	Sep 19, 2018	BIG-bench Machine LearningDiversity	CodeCode Available	5
Drug-Drug Interaction Prediction Based on Knowledge Graph Embeddings and Convolutional-LSTM Network	Aug 4, 2019	BIG-bench Machine LearningKnowledge Graph Embeddings	CodeCode Available	5
A domain-specific language for describing machine learning datasets	Jul 5, 2022	BIG-bench Machine Learning	CodeCode Available	5
Emotion Recognition of the Singing Voice: Toward a Real-Time Analysis Tool for Singers	May 1, 2021	BIG-bench Machine LearningEmotion Recognition	CodeCode Available	5
ENCODE: Encoding NetFlows for Network Anomaly Detection	Jul 8, 2022	Anomaly DetectionBIG-bench Machine Learning	CodeCode Available	5
A Simple Baseline Algorithm for Graph Classification	Oct 22, 2018	BIG-bench Machine LearningClassification	CodeCode Available	5
Double-Adversarial Activation Anomaly Detection: Adversarial Autoencoders are Anomaly Generators	Jan 12, 2021	Anomaly DetectionBIG-bench Machine Learning	CodeCode Available	5
DoubleEnsemble: A New Ensemble Method Based on Sample Reweighting and Feature Selection for Financial Data Analysis	Oct 3, 2020	BIG-bench Machine Learningfeature selection	CodeCode Available	5
Ensemble learning with 3D convolutional neural networks for connectome-based prediction	Sep 11, 2018	BIG-bench Machine LearningEnsemble Learning	CodeCode Available	5
A Simple yet Brisk and Efficient Active Learning Platform for Text Classification	Jan 31, 2021	Active LearningBIG-bench Machine Learning	CodeCode Available	5
Do the Machine Learning Models on a Crowd Sourced Platform Exhibit Bias? An Empirical Study on Model Fairness	May 21, 2020	AttributeBIG-bench Machine Learning	CodeCode Available	5
Diversity in deep generative models and generative AI	Feb 19, 2022	BIG-bench Machine LearningDecoder	CodeCode Available	5
Entropy from Machine Learning	Sep 24, 2019	BIG-bench Machine LearningGeneral Classification	CodeCode Available	5
Dlib-ml: A Machine Learning Toolkit	Jan 1, 2009	Anomaly DetectionBIG-bench Machine Learning	CodeCode Available	5
Artifact Identification in X-ray Diffraction Data using Machine Learning Methods	Jul 29, 2022	BIG-bench Machine Learning	CodeCode Available	5
Does the "Artificial Intelligence Clinician" learn optimal treatment strategies for sepsis in intensive care?	Feb 8, 2019	BIG-bench Machine Learning	CodeCode Available	5
Double Machine Learning for Partially Linear Mixed-Effects Models with Repeated Measurements	Aug 31, 2021	BIG-bench Machine Learning	CodeCode Available	5
EvalAI: Towards Better Evaluation Systems for AI Agents	Feb 10, 2019	BenchmarkingBIG-bench Machine Learning	CodeCode Available	5
Dynamic Time Warping as a New Evaluation for Dst Forecast with Machine Learning	Jun 8, 2020	BIG-bench Machine LearningDynamic Time Warping	CodeCode Available	5
ART: Abstraction Refinement-Guided Training for Provably Correct Neural Networks	Jul 17, 2019	BIG-bench Machine LearningCollision Avoidance	CodeCode Available	5
Evaluating shallow and deep learning strategies for the 2018 n2c2 shared task on clinical text classification	Sep 12, 2019	BIG-bench Machine LearningBinary text classification	CodeCode Available	5
Arrows are the Verbs of Diagrams	Aug 1, 2018	BIG-bench Machine LearningWorld Knowledge	CodeCode Available	5

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Benchmark Results

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