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 9751–9775 of 10033 papers

Title	Date	Tasks	Status
Instance Selection Mechanisms for Human-in-the-Loop Systems in Few-Shot Learning	Jul 14, 2022	BIG-bench Machine LearningFew-Shot Learning	CodeCode Available
Detection of Adversarial Training Examples in Poisoning Attacks through Anomaly Detection	Feb 8, 2018	Anomaly DetectionBIG-bench Machine Learning	CodeCode Available
Detection, localisation and tracking of pallets using machine learning techniques and 2D range data	Mar 29, 2018	BIG-bench Machine Learning	CodeCode Available
A Survey on Causal Inference	Feb 5, 2020	BIG-bench Machine LearningCausal Inference	CodeCode Available
Robust Registration of Calcium Images by Learned Contrast Synthesis	Nov 3, 2015	BIG-bench Machine LearningImage Registration	CodeCode Available
Machine learning method for single trajectory characterization	Mar 7, 2019	BIG-bench Machine LearningTransfer Learning	CodeCode Available
Robust SleepNets	Feb 24, 2021	BIG-bench Machine LearningData Augmentation	CodeCode Available
A Survey on Bias and Fairness in Machine Learning	Aug 23, 2019	BIG-bench Machine LearningFairness	CodeCode Available
Programming multi-level quantum gates in disordered computing reservoirs via machine learning and TensorFlow	May 13, 2019	BIG-bench Machine Learning	CodeCode Available
UWashington: Negation Resolution using Machine Learning Methods	Jul 1, 2012	BIG-bench Machine LearningNegation	CodeCode Available
Robust White Matter Hyperintensity Segmentation on Unseen Domain	Feb 12, 2021	BIG-bench Machine LearningDomain Generalization	CodeCode Available
Constraining Effective Field Theories with Machine Learning	Apr 30, 2018	BIG-bench Machine Learning	CodeCode Available
ROCS-Derived Features for Virtual Screening	Jun 6, 2016	BIG-bench Machine Learning	CodeCode Available
A Survey of Learning Causality with Data: Problems and Methods	Sep 25, 2018	BIG-bench Machine LearningSurvey	CodeCode Available
From Human Explanation to Model Interpretability: A Framework Based on Weight of Evidence	Apr 27, 2021	BIG-bench Machine LearningInterpretable Machine Learning	CodeCode Available
On the logistical difficulties and findings of Jopara Sentiment Analysis	May 6, 2021	BIG-bench Machine LearningSentiment Analysis	CodeCode Available
Detecting Zones and Threat on 3D Body for Security in Airports using Deep Machine Learning	Feb 2, 2018	BIG-bench Machine Learning	CodeCode Available
Automated Machine Learning: From Principles to Practices	Oct 31, 2018	AutoMLBIG-bench Machine Learning	CodeCode Available
Machine learning methods for postprocessing ensemble forecasts of wind gusts: A systematic comparison	Jun 17, 2021	BIG-bench Machine Learningquantile regression	CodeCode Available
Spatiotemporal Attention for Multivariate Time Series Prediction and Interpretation	Aug 11, 2020	BIG-bench Machine LearningTime Series	CodeCode Available
A Higher-Order Swiss Army Infinitesimal Jackknife	Jul 28, 2019	BIG-bench Machine Learning	CodeCode Available
On the Performance of Differential Evolution for Hyperparameter Tuning	Apr 15, 2019	Bayesian OptimizationBIG-bench Machine Learning	CodeCode Available
Speaker Fluency Level Classification Using Machine Learning Techniques	Aug 31, 2018	BIG-bench Machine LearningClassification	CodeCode Available
Intelligence, physics and information -- the tradeoff between accuracy and simplicity in machine learning	Jan 11, 2020	BIG-bench Machine LearningCausal Discovery	CodeCode Available
Machine Learning Methods for Track Classification in the AT-TPC	Oct 21, 2018	BIG-bench Machine LearningClassification	CodeCode Available

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Benchmark Results

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