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 2076–2100 of 10033 papers

Title	Date	Tasks	Status	Score
AI for Porosity and Permeability Prediction from Geologic Core X-Ray Micro-Tomography	May 26, 2022	BIG-bench Machine Learning	CodeCode Available	5
DeBayes: a Bayesian Method for Debiasing Network Embeddings	Feb 26, 2020	BIG-bench Machine LearningDecision Making	CodeCode Available	5
Double Robustness for Complier Parameters and a Semiparametric Test for Complier Characteristics	Sep 10, 2019	BIG-bench Machine Learning	CodeCode Available	5
Synthetic Distracted Driving (SynDD2) dataset for analyzing distracted behaviors and various gaze zones of a driver	Apr 17, 2022	BIG-bench Machine Learning	CodeCode Available	5
Data Separability for Neural Network Classifiers and the Development of a Separability Index	May 27, 2020	BIG-bench Machine Learning	CodeCode Available	5
A Novel Hybrid Machine Learning Model for Auto-Classification of Retinal Diseases	Jun 17, 2018	BIG-bench Machine LearningGeneral Classification	CodeCode Available	5
Correlation inference attacks against machine learning models	Dec 16, 2021	AttributeBIG-bench Machine Learning	CodeCode Available	5
Data Quality Measures and Efficient Evaluation Algorithms for Large-Scale High-Dimensional Data	Jan 5, 2021	BIG-bench Machine Learningspeech-recognition	CodeCode Available	5
Dataflow Matrix Machines as a Generalization of Recurrent Neural Networks	Mar 29, 2016	BIG-bench Machine LearningProbabilistic Programming	CodeCode Available	5
Data Generation for Neural Programming by Example	Nov 6, 2019	BIG-bench Machine LearningSynthetic Data Generation	CodeCode Available	5
Data-driven Advice for Applying Machine Learning to Bioinformatics Problems	Aug 8, 2017	BIG-bench Machine LearningClassification	CodeCode Available	5
DataBright: Towards a Global Exchange for Decentralized Data Ownership and Trusted Computation	Feb 13, 2018	BIG-bench Machine Learning	CodeCode Available	5
Adaptive Federated Learning in Resource Constrained Edge Computing Systems	Apr 14, 2018	BIG-bench Machine LearningEdge-computing	CodeCode Available	5
Data Cleansing for Models Trained with SGD	Jun 20, 2019	BIG-bench Machine Learning	CodeCode Available	5
Network Classification Based Structural Analysis of Real Networks and their Model-Generated Counterparts	Oct 19, 2018	BIG-bench Machine LearningGraph Classification	CodeCode Available	5
Dancing in the Dark: Private Multi-Party Machine Learning in an Untrusted Setting	Nov 23, 2018	BIG-bench Machine LearningFederated Learning	CodeCode Available	5
Data Assimilation Networks	Oct 19, 2020	BIG-bench Machine Learning	CodeCode Available	5
Dank or Not? -- Analyzing and Predicting the Popularity of Memes on Reddit	Nov 29, 2020	BIG-bench Machine Learning	CodeCode Available	5
dalex: Responsible Machine Learning with Interactive Explainability and Fairness in Python	Dec 28, 2020	BIG-bench Machine LearningFairness	CodeCode Available	5
Data-driven HR - Résumé Analysis Based on Natural Language Processing and Machine Learning	Jun 17, 2016	BIG-bench Machine Learning	CodeCode Available	5
Deep Learning for Classical Japanese Literature	Dec 3, 2018	BIG-bench Machine LearningDeep Learning	CodeCode Available	5
CXPlain: Causal Explanations for Model Interpretation under Uncertainty	Oct 27, 2019	BIG-bench Machine LearningFeature Importance	CodeCode Available	5
Customer Segmentation	Feb 15, 2018	BIG-bench Machine LearningClustering	CodeCode Available	5
Cyberbullying Detection in Social Networks Using Deep Learning Based Models; A Reproducibility Study	Dec 19, 2018	4kBIG-bench Machine Learning	CodeCode Available	5
A Note on k-support Norm Regularized Risk Minimization	Mar 26, 2013	BIG-bench Machine Learning	CodeCode Available	5

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Benchmark Results

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