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 8526–8550 of 10033 papers

Title	Date	Tasks	Status
VizML: A Machine Learning Approach to Visualization Recommendation	Aug 14, 2018	BIG-bench Machine LearningData Visualization	CodeCode Available
Zeno: Distributed Stochastic Gradient Descent with Suspicion-based Fault-tolerance	May 25, 2018	BIG-bench Machine Learning	CodeCode Available
Where are we now? A large benchmark study of recent symbolic regression methods	Apr 25, 2018	BenchmarkingBIG-bench Machine Learning	CodeCode Available
Where is Your Evidence: Improving Fact-checking by Justification Modeling	Nov 1, 2018	Argument MiningBIG-bench Machine Learning	CodeCode Available
Why model why? Assessing the strengths and limitations of LIME	Nov 30, 2020	Autonomous VehiclesBIG-bench Machine Learning	CodeCode Available
ZenoPS: A Distributed Learning System Integrating Communication Efficiency and Security	Jul 1, 2022	BIG-bench Machine Learning	CodeCode Available
Exploring Flip Flop memories and beyond: training recurrent neural networks with key insights	Oct 15, 2020	BIG-bench Machine Learning	CodeCode Available
Widening Access to Applied Machine Learning with TinyML	Jun 7, 2021	BIG-bench Machine Learning	CodeCode Available
Water Preservation in Soan River Basin using Deep Learning Techniques	Jun 26, 2019	BIG-bench Machine LearningDeep Learning	CodeCode Available
Who's a Good Boy? Reinforcing Canine Behavior in Real-Time using Machine Learning	Jan 7, 2021	BIG-bench Machine Learningimage-classification	CodeCode Available
Wisture: RNN-based Learning of Wireless Signals for Gesture Recognition in Unmodified Smartphones	Jul 26, 2017	BIG-bench Machine LearningGesture Recognition	CodeCode Available
Zero Initialised Unsupervised Active Learning by Optimally Balanced Entropy-Based Sampling for Imbalanced Problems	May 24, 2021	Active LearningBIG-bench Machine Learning	CodeCode Available
Why Comparing Single Performance Scores Does Not Allow to Draw Conclusions About Machine Learning Approaches	Mar 26, 2018	BIG-bench Machine LearningNER	CodeCode Available
A Differentiable Programming System to Bridge Machine Learning and Scientific Computing	Jul 17, 2019	BIG-bench Machine Learning	CodeCode Available
Void Filling of Digital Elevation Models with Deep Generative Models	Nov 30, 2018	BIG-bench Machine LearningGenerative Adversarial Network	CodeCode Available
"What is Relevant in a Text Document?": An Interpretable Machine Learning Approach	Dec 23, 2016	BIG-bench Machine LearningGeneral Classification	CodeCode Available
ZOOpt: Toolbox for Derivative-Free Optimization	Dec 31, 2017	BIG-bench Machine LearningDistributed Optimization	CodeCode Available
Towards Fair Classifiers Without Sensitive Attributes: Exploring Biases in Related Features	Apr 29, 2021	AttributeBIG-bench Machine Learning	CodeCode Available
"What is on your mind?" Automated Scoring of Mindreading in Childhood and Early Adolescence	Nov 16, 2020	BIG-bench Machine Learning	CodeCode Available
Event Classification with Multi-step Machine Learning	Jun 4, 2021	BIG-bench Machine LearningClassification	CodeCode Available
EventMapper: Detecting Real-World Physical Events Using Corroborative and Probabilistic Sources	Jan 23, 2020	BIG-bench Machine LearningEvent Detection	CodeCode Available
Malaria Detection Using Image Processing and Machine Learning	Jan 28, 2018	BIG-bench Machine LearningDiagnostic	CodeCode Available
Large-scale probabilistic predictors with and without guarantees of validity	Nov 1, 2015	BIG-bench Machine Learning	CodeCode Available
DeepImageSpam: Deep Learning based Image Spam Detection	Oct 3, 2018	BIG-bench Machine LearningDeep Learning	CodeCode Available
DeepFreak: Learning Crystallography Diffraction Patterns with Automated Machine Learning	Apr 26, 2019	AutoMLBIG-bench Machine Learning	CodeCode Available

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Benchmark Results

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