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 2251–2275 of 10033 papers

Title	Date	Tasks	Status	Score
Correlator Convolutional Neural Networks: An Interpretable Architecture for Image-like Quantum Matter Data	Nov 6, 2020	BIG-bench Machine Learning	CodeCode Available	5
Explaining a black-box using Deep Variational Information Bottleneck Approach	Feb 19, 2019	BIG-bench Machine LearningInterpretable Machine Learning	CodeCode Available	5
Coordinated Double Machine Learning	Jun 2, 2022	BIG-bench Machine Learning	CodeCode Available	5
Constraining Effective Field Theories with Machine Learning	Apr 30, 2018	BIG-bench Machine Learning	CodeCode Available	5
Constrained Submodular Optimization for Vaccine Design	Jun 16, 2022	BIG-bench Machine Learning	CodeCode Available	5
Convex Density Constraints for Computing Plausible Counterfactual Explanations	Feb 12, 2020	BIG-bench Machine Learningcounterfactual	CodeCode Available	5
Exploiting Multi-modal Curriculum in Noisy Web Data for Large-scale Concept Learning	Jul 16, 2016	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
Counterfactual Fairness	Mar 20, 2017	BIG-bench Machine LearningCausal Inference	CodeCode Available	5
ExploreKit: Automatic Feature Generation and Selection	Jan 1, 2016	Automated Feature EngineeringBIG-bench Machine Learning	CodeCode Available	5
Causality for Machine Learning	Nov 24, 2019	BIG-bench Machine LearningCausal Inference	CodeCode Available	5
Exploring helical dynamos with machine learning	May 20, 2019	Bayesian InferenceBIG-bench Machine Learning	CodeCode Available	5
Aleatoric and Epistemic Uncertainty with Random Forests	Jan 3, 2020	BIG-bench Machine Learning	CodeCode Available	5
A hybrid approach to supervised machine learning for algorithmic melody composition	Dec 29, 2016	BIG-bench Machine 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
Extracting Sentiment Attitudes From Analytical Texts	Aug 27, 2018	BIG-bench Machine Learning	CodeCode Available	5
Face Recognition: From Traditional to Deep Learning Methods	Oct 31, 2018	BIG-bench Machine LearningDeep Learning	CodeCode Available	5
Facial Key Points Detection using Deep Convolutional Neural Network - NaimishNet	Oct 3, 2017	3D Face ReconstructionBIG-bench Machine Learning	CodeCode Available	5
Consensus-Based Optimization on the Sphere: Convergence to Global Minimizers and Machine Learning	Jan 31, 2020	BIG-bench Machine Learningglobal-optimization	CodeCode Available	5
Failure Modes in Machine Learning Systems	Nov 25, 2019	BIG-bench Machine Learning	CodeCode Available	5
Patch Learning	Jun 1, 2019	BIG-bench Machine LearningEnsemble Learning	CodeCode Available	5
Causal discovery for observational sciences using supervised machine learning	Feb 25, 2022	BIG-bench Machine LearningCausal Discovery	CodeCode Available	5
Fairkit, Fairkit, on the Wall, Who's the Fairest of Them All? Supporting Data Scientists in Training Fair Models	Dec 17, 2020	AllBIG-bench Machine Learning	CodeCode Available	5
Comparative Study of Machine Learning Models and BERT on SQuAD	May 22, 2020	BIG-bench Machine LearningQuestion Answering	CodeCode Available	5
Conflicting Interactions Among Protection Mechanisms for Machine Learning Models	Jul 5, 2022	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